House
Study
Bill
766
-
Introduced
HOUSE
FILE
_____
BY
(PROPOSED
COMMITTEE
ON
APPROPRIATIONS
BILL
BY
CHAIRPERSON
MOHR)
A
BILL
FOR
An
Act
relating
to
the
licensure
of
artificial
intelligence
1
augmented
and
autonomous
service
providers,
and
including
2
penalties.
3
BE
IT
ENACTED
BY
THE
GENERAL
ASSEMBLY
OF
THE
STATE
OF
IOWA:
4
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Section
1.
Section
10A.504,
subsection
1,
Code
2026,
is
1
amended
by
adding
the
following
new
paragraph:
2
NEW
PARAGRAPH
.
e.
The
board
of
autonomous
medical
practice.
3
Sec.
2.
Section
147.13,
Code
2026,
is
amended
by
adding
the
4
following
new
subsection:
5
NEW
SUBSECTION
.
21.
For
artificial
intelligence
augmented
6
and
autonomous
service
providers,
the
board
of
autonomous
7
medical
practice.
Notwithstanding
section
4A.5,
the
board
of
8
autonomous
medical
practice
is
not
subject
to
dissolution.
9
Sec.
3.
Section
147.14,
subsection
1,
Code
2026,
is
amended
10
by
adding
the
following
new
paragraph:
11
NEW
PARAGRAPH
.
t.
For
autonomous
medical
practice,
one
12
member
licensed
to
practice
medicine
and
surgery
or
osteopathic
13
medicine
and
surgery,
one
member
licensed
to
practice
pharmacy,
14
one
member
who
is
a
registered
nurse
or
advanced
practice
15
registered
nurse,
one
member
licensed
to
practice
psychology,
16
one
member
who
is
a
representative
of
a
hospital
association
17
or
the
chief
executive
officer
of
a
hospital
in
this
state,
18
one
member
who
is
a
health
care
ethicist
with
an
advanced
19
degree
or
significant
professional
experience
in
medical
ethics
20
or
bioethics,
four
at-large
members
who
have
demonstrated
21
expertise
in
health
technology,
artificial
intelligence,
22
systems
engineering,
health
care
administration,
patient
23
safety,
or
health
care
regulatory
affairs,
and
one
member
24
who
is
not
a
medical
professional
and
represents
the
general
25
public.
26
Sec.
4.
NEW
SECTION
.
153A.1
Definitions.
27
For
purposes
of
this
chapter
unless
the
context
otherwise
28
requires:
29
1.
“Adverse
event”
means
a
patient
death,
serious
physical
30
or
psychological
harm,
or
serious
risk
of
harm
reasonably
31
associated
with
a
clinical
AI
service,
including
inappropriate
32
triage
or
failure
to
escalate
care.
33
2.
“Advisory
AI”
means
an
artificial
intelligence
that
34
analyzes
patient-specific
data
to
generate
options,
potential
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H.F.
_____
diagnoses,
risk
stratification,
or
therapeutic
suggestions
to
a
1
licensed
health
care
provider
or
directly
to
a
user,
where
such
2
output
is
intended
to
inform
but
not
substitute
for
independent
3
clinical
judgment,
and
where
the
provider
or
user
is
expected
4
to
review,
contextualize,
and
determine
whether
and
how
to
act
5
upon
the
suggestion
for
each
patient
encounter.
6
3.
“Artificial
intelligence
augmented
and
autonomous
service
7
provider”
or
“AAASP”
means
a
corporate
or
legal
entity
licensed
8
pursuant
to
this
chapter
to
operate
clinical
AI
services
that
9
are
subject
to
licensure
pursuant
to
this
chapter.
10
4.
“Board”
means
the
board
of
autonomous
medical
practice
11
created
under
chapter
147.
12
5.
“Chronic
condition”
means
a
human
disease,
disorder,
13
injury,
or
impairment
that
is
persistent,
recurrent,
or
14
reasonably
expected
to
require
ongoing
or
periodic
clinical
15
management,
monitoring,
or
care
to
maintain
function,
16
prevent
progression,
mitigate
symptoms,
or
reduce
the
risk
17
of
complications.
A
chronic
condition
is
primarily
managed
18
through
longitudinal
care
rather
than
isolated
emergency
19
intervention
and
may
experience
episodic
exacerbations
20
requiring
temporary
escalation
of
care.
21
6.
“Clinical
AI
service”
means
any
software
system,
22
algorithmic
model,
or
automated
service
that,
whether
23
independently
or
in
combination
with
human
involvement,
24
performs,
supports,
or
materially
influences
functions
that
25
constitute
the
practice
of
medicine
or
other
licensed
clinical
26
practice
with
respect
to
a
specific
patient,
to
the
extent
27
otherwise
permitted
under
applicable
law.
“Clinical
AI
service”
28
includes
advisory
AI,
fully
autonomous
AI,
informational
AI,
29
and
supervised
autonomous
AI.
30
7.
“Critical
condition”
means
a
disease,
illness,
injury,
31
or
physiologic
state
in
which
one
or
more
vital
organ
systems
32
is
impaired,
failing,
or
at
substantial
risk
of
failure,
33
or
in
which
the
condition
presents
a
high
probability
of
34
death,
permanent
disability,
or
serious
irreversible
harm
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without
prompt
and
advanced
clinical
intervention.
A
critical
1
condition
is
characterized
by
physiologic
instability,
high
2
acuity,
or
the
need
for
continuous
monitoring,
specialized
3
resources,
or
intensive
medical
management
to
prevent
4
catastrophic
outcomes.
5
8.
“Designated
responsible
official”
means
a
natural
person
6
designated
by
an
AAASP
who
is
authorized
to
bind
the
AAASP
7
for
compliance
and
administrative
matters
under
this
chapter,
8
receive
legal
process
and
board
notices,
and
certify
filings
9
and
reports
required
by
the
board.
A
designated
responsible
10
official
is
not,
solely
by
designation,
deemed
to
be
practicing
11
a
licensed
health
care
profession.
12
9.
“Fully
autonomous
AI”
means
an
artificial
intelligence
13
authorized
to
independently
diagnose,
treat,
triage,
or
14
prescribe
without
the
necessity
of
human
supervision
or
15
intervention
for
each
distinct
case.
16
10.
“Informational
AI”
means
an
artificial
intelligence
17
that
provides
aggregated
data,
literature,
or
administrative
18
information
to
a
user
but
does
not
suggest
a
specific
clinical
19
action.
20
11.
“Materially
influence”
means
having
a
reasonable
21
likelihood
of
being
relied
upon
to
make,
modify,
or
forego
a
22
patient-specific
clinical
decision
or
action.
23
12.
“Medical
director”
means
a
licensed
physician
and
24
surgeon
or
osteopathic
physician
and
surgeon
who
is
designated
25
by
an
AAASP
to
provide
clinical
oversight
of
the
AAASP’s
26
clinical
scope,
safety
protocols,
escalation
pathways,
and
27
quality
assurance
processes,
as
required
by
this
chapter
or
28
board
rule.
29
13.
“Noncritical
condition”
means
a
condition,
illness,
30
or
injury,
whether
acute,
subacute,
stable
chronic,
or
31
self-limiting,
for
which,
based
on
reasonable
clinical
judgment
32
and
available
clinical
information,
a
delay
in
definitive
33
diagnosis,
initiation
of
treatment,
or
escalation
of
care
would
34
not
reasonably
be
expected
to
result
in
serious
adverse
health
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_____
consequences,
permanent
disability,
or
death.
A
noncritical
1
condition
does
not
present
objective
signs
of
physiologic
2
instability,
rapidly
progressive
deterioration,
or
the
need
for
3
immediate
emergency
or
life-preserving
intervention.
4
14.
“Preventive”
means
a
measure,
service,
or
intervention
5
intended
to
reduce
the
likelihood
of
disease
onset,
6
progression,
recurrence,
or
complications,
including
wellness,
7
fitness,
primary,
and
risk-based
preventive
care,
whether
8
applied
to
a
healthy
individual
or
individual
with
identified
9
risk
factors
or
existing
conditions,
where
the
primary
purpose
10
is
risk
reduction
or
health
maintenance
rather
than
treatment
11
of
an
active
acute
pathology,
and
where
the
intervention
is
12
generally
low-risk
and
consistent
with
accepted
standards
of
13
care.
14
15.
“Reportable
event”
means
an
adverse
event,
a
material
15
near
miss,
a
material
malfunction
affecting
clinical
output,
or
16
a
material
data
integrity
failure
affecting
a
patient-specific
17
clinical
decision.
18
16.
“Sandbox
reciprocity
state”
means
a
jurisdiction
19
recognized
by
the
board
as
having
a
substantially
similar
20
regulatory
testing
environment
for
health
technology.
21
17.
“Supervised
autonomous
AI”
means
an
artificial
22
intelligence
authorized
to
generate
and
execute
a
clinical
23
action,
diagnosis,
or
treatment
plan
under
the
supervision
of
a
24
licensed
human
provider
who
retains
the
ability
to
intervene.
25
18.
“Time-sensitive
condition”
means
a
medical
condition
26
or
acute
clinical
presentation
for
which
the
effectiveness
of
27
diagnosis,
treatment,
or
intervention
is
materially
dependent
28
on
timely
initiation,
and
for
which
a
delay
in
care
is
29
reasonably
expected
to
result
in
rapid
clinical
deterioration,
30
irreversible
morbidity,
or
death.
A
time-sensitive
condition
31
requires
accelerated
recognition,
triage,
and
escalation
of
32
care
based
on
reasonable
clinical
judgment
and
available
33
clinical
information.
34
Sec.
5.
NEW
SECTION
.
153A.2
Board
——
executive
director.
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1.
An
executive
director
of
the
board
shall
be
appointed
1
pursuant
to
section
10A.504.
The
governor,
with
the
approval
2
of
the
executive
council
pursuant
to
section
8A.413,
subsection
3
3,
under
the
pay
plan
for
exempt
positions
in
the
executive
4
branch
of
government,
shall
set
the
salary
of
the
executive
5
director.
6
2.
The
executive
director
may
employ
such
other
staff
as
7
necessary
to
carry
out
the
duties
of
the
board.
8
3.
Except
as
otherwise
provided
in
this
chapter
or
rules
9
of
the
board,
the
executive
director
is
authorized
to
take
10
all
actions
reasonably
necessary
to
carry
out
and
enforce
the
11
laws
and
rules
administered
by
the
board,
including
all
of
the
12
following:
13
a.
Employ,
supervise,
evaluate,
and
discipline
agency
staff.
14
b.
Enter
into
contracts,
procure
goods
and
services,
and
15
make
expenditures
within
appropriated
or
authorized
budgets.
16
c.
Establish
internal
organizational
structure,
operational
17
procedures,
and
administrative
systems.
18
d.
Receive,
process,
investigate,
and
resolve
applications,
19
registrations,
filings,
complaints,
audits,
and
compliance
20
matters.
21
e.
Conduct
investigations,
issue
requests
for
information,
22
and
require
the
production
of
records
as
authorized
by
law.
23
f.
Administer
examinations,
reviews,
assessments,
24
certifications,
or
registrations
authorized
by
law
or
rule.
25
g.
Take
any
other
administrative
or
operational
actions
26
necessary
to
efficiently
carry
out
the
purposes
of
this
27
chapter.
28
Sec.
6.
NEW
SECTION
.
153A.3
Fees.
29
The
board
shall
adopt
rules
pursuant
to
chapter
17A
to
set
30
fees
for
applications,
provisional
licenses,
license
renewals,
31
and
other
administrative
services.
The
fees
shall
be
set
at
32
a
level
sufficient
to
offset
the
costs
of
administering
this
33
chapter.
34
Sec.
7.
NEW
SECTION
.
153A.4
Board
——
duties
——
rules.
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1.
The
board
shall
do
all
of
the
following:
1
a.
Grant,
suspend,
revoke,
and
monitor
AAASP
licenses
of
all
2
classes
and
types.
3
b.
Establish
and
operate
or
contract
for
a
state
centralized
4
institutional
review
board.
5
c.
Authorize
and
develop
frameworks
for
delegated
6
agreements,
collaborative
practice
agreements,
and
supervision
7
agreements.
8
d.
Conduct
or
contract
for
algorithmic
safety
and
bias
9
audits.
10
e.
Issue
a
state
provider
identifier
for
billing.
11
2.
The
board
may
adopt
rules
pursuant
to
chapter
17A
to
do
12
all
of
the
following:
13
a.
Establish
licensure
standards,
application
procedures,
14
renewal
requirements,
recordkeeping,
reporting,
inspections,
15
audits,
and
compliance
oversight.
16
b.
Establish
minimum
standards
of
professional
conduct,
17
operational
compliance,
and
public
protection
applicable
to
18
licensees.
19
c.
Establish
forms
and
administrative
processes
necessary
to
20
carry
out
the
duties
of
the
board.
21
3.
No
rule
that
materially
restricts
AAASP
scope
of
practice
22
or
imposes
a
material
barrier
to
market
entry
shall
be
adopted
23
without
all
of
the
following:
24
a.
The
affirmative
vote
of
at
least
two-thirds
of
the
voting
25
members
of
the
board.
26
b.
Written
findings
that
a
restriction
created
by
rule
is
27
supported
by
substantial
evidence
of
a
patient-safety
risk
and
28
is
the
least
restrictive
means
to
address
that
risk.
29
Sec.
8.
NEW
SECTION
.
153A.5
Meetings
of
the
board.
30
1.
The
board
shall
meet
at
least
quarterly
and
at
such
31
additional
times
as
may
be
necessary
to
carry
out
the
duties
32
of
the
board.
33
2.
A
meeting
of
the
board
may
be
called
by
the
chair,
the
34
executive
director,
or
upon
written
request
of
a
majority
of
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the
board
members.
1
3.
The
board
shall
annually
elect
from
among
its
members
a
2
chair
and
vice
chair,
who
shall
serve
one-year
terms
and
may
3
be
reelected.
4
4.
A
majority
of
the
voting
members
of
the
board
shall
5
constitute
a
quorum
for
the
transaction
of
business.
An
6
affirmative
vote
of
a
majority
of
the
members
present
at
a
7
meeting
at
which
a
quorum
is
present
shall
be
required
for
8
official
action
of
the
board,
unless
otherwise
provided
by
law.
9
5.
All
meetings
of
the
board
shall
be
open
to
the
public
and
10
conducted
in
compliance
with
chapters
21
and
22.
The
board
may
11
enter
executive
session
only
as
authorized
by
law.
12
Sec.
9.
NEW
SECTION
.
153A.6
Licensee
discipline
and
13
investigations.
14
1.
The
board
may
receive
complaints,
conduct
15
investigations,
require
the
production
of
records
reasonably
16
related
to
compliance
with
this
chapter,
and
conduct
audits
and
17
inspections
as
authorized
by
law
and
rule.
18
2.
The
board
may
issue
administrative
subpoenas
for
19
testimony
and
documents
in
furtherance
of
an
investigation
or
20
contested
case.
21
3.
The
board
may
impose
discipline,
including
reprimand,
22
probation,
restricted
licensure,
suspension,
revocation,
and
23
administrative
fines.
24
4.
A
licensee
may
contest
discipline
issued
pursuant
to
this
25
chapter
by
initiating
a
contested
case
proceeding
pursuant
to
26
chapter
17A.
27
Sec.
10.
NEW
SECTION
.
153A.7
Licensure
——
classes
——
28
exemptions.
29
1.
An
AAASP
license
is
required
for
a
person
operating
any
30
of
the
following:
31
a.
An
advisory
AI
that
is
applied
to
a
condition
that
32
is
both
critical
and
time
sensitive
and
that
is
intended,
33
represented,
or
reasonably
relied
upon
to
guide
clinical
action
34
in
a
manner
that
substitutes
for,
rather
than
merely
informs,
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independent
clinical
judgment.
1
b.
A
supervised
autonomous
AI
that
is
applied
to
a
condition
2
that
is
both
chronic
and
noncritical
or
that
is
both
critical
3
and
time
sensitive,
or
that
is
applied
to
a
preventive
4
condition
when
the
service
includes
patient-specific
clinical
5
orders,
including
but
not
limited
to
medication
orders,
6
laboratory
orders,
or
device
orders
as
part
of
a
licensed
7
professional
health
care
service
rendered
within
this
state.
8
c.
A
fully
autonomous
AI.
9
2.
a.
An
AAASP
license
is
not
required
for
a
person
10
operating
any
of
the
following:
11
(1)
An
informational
AI,
regardless
of
the
clinical
12
condition.
13
(2)
An
advisory
AI
that
is
applied
to
a
condition
that
is
14
preventive
or
that
is
both
chronic
and
noncritical.
15
(3)
An
advisory
AI
that
does
not
independently
initiate,
16
execute,
modify,
or
discontinue
a
clinical
action,
order,
17
diagnosis,
or
treatment,
and
that
is
not
intended,
represented,
18
or
reasonably
relied
upon
as
a
substitute
for
independent
19
professional
clinical
judgment
in
the
management
of
a
critical
20
or
time-sensitive
condition.
21
(4)
A
supervised
autonomous
AI
that
is
applied
to
preventive
22
conditions
and
which
is
not
issuing
patient-specific
clinical
23
orders
as
part
of
a
licensed
professional
health
care
service
24
rendered
within
this
state,
including
but
not
limited
to
25
medication
orders,
laboratory
orders,
or
device
orders.
26
b.
A
person
who
operates
a
system
listed
in
paragraph
“a”
27
may
be
issued
a
voluntary
license
by
the
board
for
the
purposes
28
of
reimbursement
or
entering
into
clinical
practice
agreements.
29
3.
a.
The
board
shall
issue
the
following
AAASP
licenses,
30
each
of
which
shall
also
include
an
autonomy
modifier
as
31
provided
in
paragraph
“b”
:
32
(1)
For
clinical
AI
services
delivered
as
a
33
patient-specific
professional
service
and
regulated
by
34
the
state
pursuant
to
the
state’s
authority
over
the
practice
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of
medicine
or
other
licensed
clinical
practice,
including
but
1
not
limited
to
services
operating
in
a
manner
analogous
to
2
laboratory-developed
tests
or
other
proprietary
algorithmic
3
diagnostic,
triaging,
or
therapeutic
services,
that
do
not
4
rely
on
clearance
or
approval
from
the
federal
food
and
drug
5
administration
as
the
basis
for
their
lawful
clinical
use,
a
6
class
A
license.
7
(2)
For
clinical
AI
services
that
have
achieved
clearance,
8
authorization,
or
approval
as
software
as
a
medical
device
9
from
the
federal
food
and
drug
administration,
and
for
which
10
the
federal
authorization
serves
as
the
primary
basis
for
the
11
system’s
lawful
clinical
use,
a
class
B
license.
12
(3)
For
clinical
AI
services
providing
nondiagnostic
13
therapy,
coaching,
or
monitoring,
and
which
do
not
14
independently
establish
a
diagnosis
but
instead
operate
on
the
15
basis
of
an
existing
diagnosis,
referral,
or
patient-identified
16
condition,
a
class
C
license.
17
b.
Each
AAASP
license
shall
include
one
of
the
following
18
autonomy
modifiers:
19
(1)
For
a
system
otherwise
exempt
from
licensure
but
for
20
which
a
person
has
voluntarily
elected
to
obtain
licensure,
21
modifier
L0.
22
(2)
For
an
advisory
AI
addressing
critical
or
23
time-sensitive
conditions,
modifier
L1.
24
(3)
For
a
supervised
autonomous
AI
requiring
human
25
oversight
or
collaborative
practice
agreements,
modifier
L2.
26
(4)
For
a
fully
autonomous
AI
authorized
for
independent
27
operation,
modifier
L3.
28
c.
A
licensee
may
petition
the
board
to
increase
the
29
licensee’s
autonomy
modifier
if
the
licensee
submits
safety
30
data
demonstrating
performance
equivalent
to
or
exceeding
31
performance
benchmarks
for
a
human,
to
the
extent
such
32
escalation
is
not
inconsistent
with
federal
law.
33
4.
a.
The
board
shall
review
an
application
for
a
license
34
under
this
section
for
completeness
within
thirty
calendar
days
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of
receipt.
If
the
board
determines
that
the
application
is
1
incomplete,
the
board
shall
inform
the
applicant
in
writing
2
of
information
required
to
complete
the
application,
and
the
3
applicant
must
submit
the
required
information
within
ten
4
calendar
days
of
receipt
of
the
written
request.
5
b.
If
the
board
does
not
notify
an
applicant
that
an
6
application
is
incomplete
within
thirty
calendar
days
of
7
receipt,
the
application
shall
be
deemed
complete
and
the
board
8
shall
not
deny
the
application
based
solely
on
information
that
9
the
board
failed
to
request
pursuant
to
paragraph
“a”
.
10
5.
a.
Except
as
provided
in
paragraph
“b”
,
the
board
shall
11
grant
or
deny
a
license
within
ninety
calendar
days
after
12
receipt
of
a
complete
application.
13
b.
If
the
board
ethicist
determines
that
an
applicant’s
14
proposed
data
collection
constitutes
human
subjects
research
15
requiring
full
review
by
the
state
centralized
institutional
16
review
board
or
an
external
institutional
review
board
pursuant
17
to
section
159.13,
subsection
2,
the
board
may
extend
the
18
review
period
by
an
additional
thirty
calendar
days.
The
board
19
must
notify
the
applicant
of
the
extension
in
writing
prior
20
to
the
expiration
of
the
initial
ninety-day
review
period.
21
The
board
shall
not
extend
a
review
period
beyond
one
hundred
22
twenty
calendar
days
in
total.
23
c.
If
the
board
fails
to
issue
a
final
decision
on
an
24
application
within
the
time
period
specified
in
paragraph
“a”
25
or
“b”
,
a
provisional
license
shall
be
issued
to
the
applicant
26
upon
submission
by
the
applicant
of
a
sworn
attestation
27
under
penalty
of
perjury
that
the
applicant
has
satisfied
all
28
minimum
insurance,
bonding,
safety,
reporting,
and
compliance
29
requirements
for
provisional
licensure
under
this
chapter.
A
30
provisional
license
issued
pursuant
to
this
paragraph
is
valid
31
for
ninety
calendar
days
from
the
date
of
issue,
or
until
the
32
board
issues
a
final
decision
on
the
application,
whichever
33
occurs
first.
34
Sec.
11.
NEW
SECTION
.
153A.8
Licensure
by
reciprocity.
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1.
A
licensee
in
good
standing
in
a
sandbox
reciprocity
1
state
shall
be
eligible
for
licensure
by
reciprocity
upon
2
submission
of
a
completed
application.
3
2.
An
applicant
holding
a
valid
clearance
from
the
federal
4
food
and
drug
administration
for
the
specific
use
case
applied
5
for
shall
be
automatically
eligible
for
a
class
B
license.
6
The
board
may
impose
additional
conditions
of
licensure
under
7
this
chapter,
including
transparency,
reporting,
auditing,
8
pilot-zone,
and
sandbox
requirements,
to
the
extent
not
9
inconsistent
with
federal
law,
provided
that
the
additional
10
conditions
align
with
benchmarks,
post-market
monitoring
plans,
11
and
related
guidelines
already
applicable
to
that
applicant
to
12
the
maximum
extent
practicable.
13
3.
a.
The
board
shall
grant
an
AAASP
license
to
an
14
applicant
who
holds
a
current,
unrestricted
authorization
to
15
provide
substantially
similar
clinical
AI
services
in
another
16
state
unless
the
board
determines
that
any
of
the
following
17
apply:
18
(1)
The
originating
state’s
regulatory
framework
is
19
materially
less
protective
of
patient
safety
than
this
state.
20
(2)
The
applicant
is
not
in
good
standing
or
is
subject
to
21
pending
disciplinary
action.
22
(3)
The
scope
of
practice
or
autonomy
level
requested
in
23
this
state
exceeds
that
authorized
in
the
originating
state.
24
b.
The
board
shall
not
require
an
applicant
for
licensure
25
pursuant
to
this
subsection
to
provide
proof
of
satisfaction
of
26
initial
licensure
requirements,
except
as
necessary
to
verify
27
good
standing,
scope
equivalence,
and
compliance
with
reporting
28
and
transparency
obligations
under
this
chapter.
29
c.
The
board
may
require
that
an
applicant
for
licensure
30
under
this
subsection
submit
documentation
necessary
to
assess
31
substantial
similarity
of
the
originating
state’s
regulatory
32
framework
and
may
impose
reasonable
conditions
or
limitations
33
to
ensure
patient
safety
and
compliance
with
this
chapter.
34
Sec.
12.
NEW
SECTION
.
153A.9
Clinical
orders
——
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prescriptions.
1
1.
An
AAASP
with
an
autonomy
modifier
of
L2
or
L3
may
2
issue
patient-specific
clinical
orders
as
part
of
a
licensed
3
professional
service
rendered
within
this
state,
including
4
but
not
limited
to
medication
orders,
laboratory
orders,
or
5
device
orders,
provided
that
such
authority
does
not
authorize
6
interstate
marketing,
distribution,
or
commercial
sale
of
a
7
medical
device
in
violation
of
federal
law.
8
2.
An
AAASP
with
an
autonomy
modifier
of
L2
or
L3
may
issue
9
medication
orders
for
prescription
drugs,
other
than
controlled
10
substances,
within
the
AAASP’s
approved
scope.
Dispensing
11
and
drug
administration
shall
occur
only
through
persons
or
12
entities
licensed
to
dispense
or
administer
medications.
13
Sec.
13.
NEW
SECTION
.
153A.10
Disclosure
requirements.
14
1.
a.
Prior
to
or
at
the
beginning
of
service,
an
AAASP
15
operating
under
modifier
L2
shall
make
the
following
disclosure
16
to
the
patient:
17
“An
artificial
intelligence
system
was
used
to
generate
and
18
execute
a
clinical
action,
diagnosis,
or
treatment
plan
under
19
the
supervision
of
a
licensed
human
provider
who
retains
the
20
ability
to
intervene.
You
have
the
right
to
request
a
human
21
review
of
the
decision,
which
may
incur
additional
costs
or
22
time.”
23
b.
Paragraph
“a”
does
not
apply
to
an
advisory
AI
tool
that
24
provides
recommendations,
risk
scores,
alerts,
or
guidance
25
to
a
licensed
human
health
care
provider
who
independently
26
determines
whether
and
how
to
act.
27
2.
a.
Prior
to
delivering
services,
an
AAASP
operating
28
under
modifier
L3
shall
obtain
affirmative
patient
29
acknowledgment
that:
30
“You
are
receiving
care
from
an
autonomous
AI
provider
31
licensed
by
the
state.
This
provider
is
an
artificial
32
intelligence
system
and
does
not
include
routine
human
clinical
33
oversight.
You
may
seek
additional
or
alternative
care
from
34
a
licensed
human
health
care
provider
of
your
choice
at
any
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time.”
1
b.
In
addition
to
the
disclosure
required
pursuant
to
2
paragraph
“a”
,
an
AAASP
with
a
provisional
license
operating
3
under
modifier
L3
shall
make
the
following
disclosure
to
the
4
patient:
5
“This
provider
is
operating
under
a
provisional
state
6
license
as
part
of
a
regulatory
sandbox
evaluating
safety
and
7
effectiveness.
By
consenting
to
this
service,
you
acknowledge
8
that
liability
for
noneconomic
damages
may
be
limited
under
9
state
law
as
provided
in
Iowa
Code
chapter
153A.”
10
Sec.
14.
NEW
SECTION
.
153A.11
Artificial
intelligence
11
augmented
and
autonomous
service
provider
——
duties
——
12
restrictions.
13
1.
a.
An
AAASP
operating
under
modifier
L2
or
L3
is
bound
14
by
a
professional
duty
of
loyalty
to
each
patient
and
must
act
15
solely
in
the
best
clinical
interest
of
the
patient.
16
b.
An
AAASP’s
professional
duty
of
loyalty
to
a
patient
17
requires
the
AAASP
to
prioritize
the
patient’s
overall
welfare,
18
which
includes
the
optimization
of
clinical
outcomes,
financial
19
efficiency,
care
coordination,
and
patient
convenience.
An
20
AAASP
violates
this
duty
if
the
AAASP’s
clinical
logic
is
21
configured
to
prioritize
the
financial
interests
of
the
AAASP
22
or
the
AAASP’s
affiliates
over
a
substantially
similar
and
23
clinically
appropriate
alternative
that
offers
superior
value,
24
coordination,
or
efficiency
to
the
patient.
25
c.
If
the
algorithm
of
a
clinical
AI
service
results
in
26
a
recommendation
for
an
entity
affiliated
with
the
AAASP,
27
the
AAASP
satisfies
the
AAASP’s
duty
of
loyalty,
even
if
a
28
human
health
care
provider
might
have
reasonably
chosen
an
29
alternative
context,
if
the
AAASP
does
all
of
the
following:
30
(1)
Discloses
the
financial
affiliation
in
a
clear
and
31
conspicuous
manner
at
the
point
of
recommendation.
32
(2)
Presents
the
patient
with
a
choice
of
at
least
two
33
nonaffiliated
alternatives
of
similar
clinical
quality,
34
presented
with
equal
visual
prominence
in
the
interface,
where
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reasonably
available.
1
2.
The
interface
through
which
a
clinical
AI
service
2
interacts
with
a
patient
is
a
clinical
space
and
shall
not
3
display,
verbally
articulate,
or
otherwise
present
paid
4
commercial
content,
advertisements,
sponsored
results,
or
5
third-party
marketing
messages
within
the
context
of
a
clinical
6
encounter,
diagnosis,
or
treatment
plan.
An
AAASP
shall
not
7
use
conversational
prompts
or
nudges
designed
to
persuade
a
8
patient
to
request
a
specific
medication
or
optional
commercial
9
service
for
the
sole
purpose
of
financial
gain.
10
3.
An
AAASP
shall
not
utilize
weights,
biases,
or
prompt
11
engineering
to
prefer
an
affiliated
pharmacy,
specialist,
or
12
manufacturer
unless
such
preference
is
based
on
an
objectively
13
verifiable
clinical,
economic,
or
coordination
advantages
for
14
the
patient,
including
but
not
limited
to
lower
out-of-pocket
15
cost,
faster
time-to-treatment,
superior
validated
outcomes,
or
16
enhanced
convenience
through
vertical
integration.
17
4.
a.
Each
AAASP
shall
maintain
an
immutable
clinical
logic
18
snapshot
for
every
version
of
the
AAASP’s
algorithm
deployed
in
19
production,
including
the
underlying
weights,
decision-logic,
20
and
prompt-engineering
instructions.
An
AAASP
shall
retain
the
21
snapshots
for
a
period
of
two
years
after
the
date
of
initial
22
deployment
to
allow
for
the
investigation
of
the
logic
used
in
23
a
specific
patient
encounter
during
an
audit
by
the
board.
24
b.
Upon
receipt
of
formal
notice
of
an
investigation,
an
25
AAASP
shall
not
alter
or
delete
any
snapshot
related
to
the
26
period
of
investigation.
27
5.
a.
The
board
may
perform
a
statistical
audit
of
an
28
AAASP’s
referral
and
prescription
patterns.
A
finding
that
an
29
AAASP
recommends
an
affiliate
at
a
rate
significantly
higher
30
than
the
regional
average,
or
other
appropriate
clinical
or
31
economic
benchmarks
as
determined
by
the
board,
shall
create
a
32
rebuttable
presumption
of
unlawful
steering.
33
b.
An
AAASP
may
rebut
a
presumption
of
unlawful
steering
34
by
demonstrating
through
clinical
logic
snapshots
that
the
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preference
was
driven
by
objective
data,
such
as
evidence
that
1
the
affiliate
provided
superior
care
coordination,
convenience,
2
or
the
lowest-cost
option
for
the
patient.
3
6.
An
AAASP
shall
comply
with
the
requirements
of
the
4
federal
Health
Insurance
Portability
and
Accountability
Act
5
of
1996,
Pub.
L.
No.
104-191,
to
the
extent
that
the
AAASP
6
functions
as
a
covered
entity
or
business
associate.
7
Sec.
15.
NEW
SECTION
.
153A.12
Licensure
——
term
——
8
restrictions.
9
1.
a.
An
initial
license
as
an
AAASP
shall
be
a
provisional
10
license
and
shall
be
valid
for
a
period
of
up
to
two
years
from
11
the
date
of
issue.
12
b.
After
two
years
of
licensure,
the
board
shall
convert
13
a
provisional
AAASP
license
to
a
full
AAASP
license
upon
a
14
finding
that
safety
benchmarks,
as
established
by
the
board
by
15
rule,
have
been
met,
unless
the
board
and
licensee
agree
to
16
temporarily
extend
the
provisional
period
to
collect
further
17
data.
18
c.
A
provisional
licensee
may
submit
an
application,
on
19
a
form
determined
by
the
board,
for
the
expedited
conversion
20
of
a
provisional
license
to
a
full
license.
The
board
may
21
approve
the
expedited
conversion
of
a
provisional
license
to
a
22
full
license
upon
a
finding
that
the
provisional
licensee
has
23
clearly
demonstrated
that
the
provisional
licensee
meets
or
24
exceeds
safety
and
performance
benchmarks.
25
2.
a.
The
board
may
impose
restrictions
on
the
scope
of
26
operations
of
a
provisional
AAASP
licensee
to
facilitate
phased
27
deployment,
data
collection,
and
validation
of
safety
and
28
effectiveness.
Upon
conversion
of
a
provisional
AAASP
license
29
to
a
full
AAASP
license,
the
board
may
maintain,
modify,
or
30
remove
restrictions
to
reflect
the
scope
within
which
the
31
AAASP
has
demonstrated
sustained
safety,
effectiveness,
and
32
compliance.
33
b.
The
board
may
impose
any
of
the
following
restrictions
on
34
a
licensee’s
provisional
or
full
license:
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(1)
Geographic
limitations,
including
restriction
to
1
federally
designated
health
professional
shortage
areas
or
2
specific
medically
underserved
counties.
3
(2)
Patient
volume
caps.
4
(3)
Scope
limitations,
including
restriction
of
a
clinical
5
AI
service
to
specified
disease
states,
conditions,
or
clinical
6
functions.
7
(4)
Phased
supervised
deployment,
including
requirements
8
for
physician
review
or
confirmation
of
a
defined
number
of
9
patient
interactions,
diagnoses,
or
treatment
recommendations
10
prior
to
modification
or
removal
of
human
supervision
11
requirements.
12
(5)
Any
other
restrictions
as
determined
by
the
board
by
13
rule.
14
3.
Notwithstanding
any
restrictions
imposed
on
a
licensee
15
pursuant
to
subsection
2,
a
licensee
may
provide
services
to
16
a
patient
in
this
state
if
the
patient
gives
informed
consent
17
and
meets
any
of
the
following
criteria,
as
demonstrated
by
18
a
referral
or
attestation
from
a
physician
and
surgeon
or
19
osteopathic
physician
and
surgeon:
20
a.
The
patient
resides
in
a
federally
designated
health
21
professional
shortage
area.
22
b.
The
patient
has
been
diagnosed
with
a
severe
and
23
life-threatening
condition
or
multiple
chronic
conditions.
24
c.
The
patient
has
a
condition
from
which
death
is
likely
to
25
occur
within
six
months.
26
d.
The
patient
has
a
condition
or
disability
that
causes
27
irreversible
morbidity
or
likely
substantial
reduction
in
daily
28
function.
29
e.
The
patient
has
been
determined
to
be
at
high
risk
for
30
a
specific
condition,
disease,
or
diagnosis
that
the
AAASP
is
31
designed
to
detect,
diagnose,
or
treat.
32
f.
The
patient
is
unable
to
obtain
clinically
appropriate
33
access
to
a
human
clinician
within
a
time
frame
reasonably
34
related
to
the
patient’s
condition
category.
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Sec.
16.
NEW
SECTION
.
153A.13
Application
requirements.
1
1.
An
applicant
for
licensure
as
an
AAASP
shall
include
all
2
of
the
following
with
the
application:
3
a.
Proof
of
professional
liability
insurance
coverage
that
4
is
equivalent
to
that
required
for
a
human
specialist
in
the
5
same
field.
The
insurance
coverage
must
include
tail
coverage
6
for
the
time
period
specified
in
section
614.1,
subsection
9,
7
plus
one
year.
8
b.
A
full
set
of
fingerprints,
in
a
form
and
manner
9
prescribed
by
the
board,
from
all
of
the
following
people,
10
which
shall
be
submitted
to
the
federal
bureau
of
investigation
11
through
the
state
criminal
history
repository
for
a
national
12
criminal
history
check:
13
(1)
All
natural
persons
with
direct
or
indirect
ownership
of
14
ten
percent
or
more
of
the
AAASP.
15
(2)
The
designated
responsible
official.
16
(3)
The
medical
director.
17
(4)
Any
natural
person
who
provides
unsupervised
direct
18
patient
care
or
who
is
authorized
to
independently
initiate,
19
modify,
or
execute
a
patient-specific
clinical
actions
on
20
behalf
of
the
AAASP.
21
(5)
Other
categories
of
personnel
based
on
demonstrated
22
risk
to
patient
safety,
data
security,
or
program
integrity,
as
23
determined
by
the
board
by
rule.
24
c.
The
name
and
contact
information
of
the
person
who
is
the
25
designated
responsible
official
of
the
AAASP.
26
d.
For
an
applicant
for
a
license
under
modifier
L2
or
L3,
27
the
name
and
contact
information
of
the
designated
medical
28
director
who
shall
be
responsible
for
oversight
of
clinical
29
scope,
safety
protocols,
escalation
procedures,
and
quality
30
assurance
related
to
patient
care.
The
medical
director
may
be
31
the
same
person
as
the
designated
responsible
official.
32
e.
A
surety
bond,
payable
to
the
state,
to
cover
claims
or
33
operational
failures
not
covered
by
insurance.
The
bond
shall
34
be
in
an
amount
determined
by
the
board
by
rule,
but
not
less
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_____
than
fifty
thousand
dollars.
1
2.
a.
In
addition
to
the
requirements
of
subsection
1,
2
an
applicant
shall
submit
a
determination
declaring
whether
3
the
applicant’s
proposed
activities
constitute
human
subjects
4
research
as
provided
in
45
C.F.R.
pt.
46.
The
board
ethicist
5
shall
review
the
determination.
6
b.
If
the
board
ethicist
determines
that
the
applicant’s
7
proposed
activities
constitute
human
subjects
research,
8
or
the
applicant
opts
to
treat
the
activities
as
human
9
subjects
research,
the
applicant
must
obtain
approval
from
10
the
state
centralized
institutional
review
board
or
an
11
independent
institutional
review
board
approved
by
the
board
12
by
rule
prior
to
obtaining
a
license.
The
state
centralized
13
institutional
review
board
shall
complete
its
review
and
issue
14
a
determination
within
thirty
calendar
days
after
receipt
of
a
15
completed
application.
16
c.
This
subsection
does
not
alter
or
waive
any
obligation
17
under
45
C.F.R.
pt.
46,
or
applicable
human-subject
regulations
18
of
the
federal
food
and
drug
administration,
when
such
19
obligation
applies
by
virtue
of
federal
funding,
federal
20
program
participation,
or
other
federal
jurisdiction.
21
Sec.
17.
NEW
SECTION
.
153A.14
Continuity
plan.
22
1.
Each
AAASP
must
submit
and
maintain
as
a
condition
of
23
licensure
a
continuity
plan,
subject
to
approval
by
the
board,
24
that
details
procedures
for
the
AAASP’s
insolvency,
license
25
revocation,
or
market
exit.
The
continuity
plan
must
designate
26
a
person
to
whom
the
AAASP
will
transfer
all
patient
data,
27
consistent
with
the
federal
Health
Insurance
Portability
and
28
Accountability
Act
of
1996,
Pub.
L.
No.
104-191,
in
the
event
29
that
the
AAASP
ceases
to
operate.
30
2.
Each
AAASP
must
maintain
an
escrow
account
or
bond
31
sufficient
to
cover
the
technical
costs
of
data
migration
to
32
the
person
designated
in
the
AAASP’s
continuity
plan.
The
33
board
may
seize
a
bond
under
this
subsection
to
execute
the
34
AAASP’s
continuity
plan
if
the
AAASP
fails
to
voluntarily
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execute
the
continuity
plan.
1
Sec.
18.
NEW
SECTION
.
153A.15
Safety
and
performance
2
benchmarking
——
reporting.
3
1.
The
board
shall
adopt
by
rule
pursuant
to
chapter
17A
4
objective
safety
and
performance
benchmarks
that
an
AAASP
must
5
meet
or
exceed
to
qualify
for
an
initial
license
under
modifier
6
L3
or
to
convert
any
provisional
license
to
a
full
license.
7
2.
a.
Benchmarks
adopted
by
the
board
shall
be
designed
8
to
ensure
that
the
AAASP
demonstrates
clinical
competency,
9
accuracy,
and
safety
outcomes
that
meet
or
exceed
the
10
performance
of
a
reasonably
prudent
human
health
care
provider
11
practicing
in
the
same
or
similar
specialty.
12
b.
Benchmarks
adopted
by
the
board
may
include
clinically
13
validated
testing,
subgroup
performance
evaluation,
14
calibration,
false
positive
and
false
negative
rates
15
appropriate
to
the
intended
use,
and
real-world
outcome
16
measures.
The
board
may
recognize
external
evaluation
17
frameworks
by
guidance.
18
c.
To
the
maximum
extent
practicable,
the
board
shall
align
19
the
benchmarks
adopted
by
the
board
with
federal
benchmarks
20
established
for
class
B
AAASP
licensees
and
with
benchmarks
21
in
other
states
with
a
similar
regulatory
framework
for
AAASP
22
licensure.
23
3.
As
a
condition
of
license
renewal,
an
AAASP
shall
submit
24
an
annual
performance
report
demonstrating
that
the
clinical
25
AI
service
used
by
the
AAASP
continues
to
meet
the
safety
26
benchmarks
in
effect
at
the
time
of
the
AAASP’s
immediately
27
preceding
licensure.
The
board
may
suspend
an
AAASP’s
license
28
if
data
indicates
a
degradation
in
the
AAASP’s
safety
outcomes.
29
A
licensee
shall
report
adverse
and
reportable
events
as
part
30
of
the
annual
performance
report.
31
Sec.
19.
NEW
SECTION
.
153A.16
Scope
of
practice
——
waivers
32
——
standard
of
care.
33
1.
A
clinical
AI
service
or
act
is
within
the
authorized
34
scope
of
practice
of
a
licensed
AAASP
if
all
of
the
following
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apply:
1
a.
The
AI
clinical
service
or
act
is
consistent
with
and
not
2
expressly
prohibited
by
this
chapter
or
the
limitations
of
the
3
specific
license
class
and
modifier
held
by
the
AAASP.
4
b.
The
AI
clinical
service
or
act
is
consistent
with
the
5
clinical
AI
service’s
validated
technical
specifications,
6
training
data,
intended
use
case,
and
performance
parameters
as
7
submitted
to
the
board.
8
c.
The
performance
of
the
AI
clinical
service
or
act
is
9
within
the
accepted
standard
of
care
for
the
specific
clinical
10
task
that
would
be
provided
in
the
same
or
similar
clinical
11
setting
by
a
reasonable
and
prudent
human
health
care
provider
12
with
the
same
or
similar
specialty
specialization.
13
2.
Any
prohibition
on
the
corporate
practice
of
medicine
or
14
any
other
licensed
clinical
practice
is
waived
solely
to
the
15
extent
necessary
to
permit
an
AAASP
to
hold
an
AAASP
license
16
and
to
bill
for
clinical
AI
services
authorized
under
this
17
chapter.
This
subsection
shall
not
be
construed
to
authorize
18
a
person
or
entity
to
control
the
independent
professional
19
judgment
of
a
licensed
human
health
care
provider
or
alter
20
corporate
practice
restrictions
applicable
to
human
clinical
21
services.
22
3.
A
provider-patient
relationship
exists
when
a
licensed
23
AAASP
delivers
a
clinical
AI
service
to
a
specific
patient
24
and
the
patient
reasonably
relies
on
that
clinical
AI
service
25
for
health
care
decision
making,
and
such
provider-patient
26
relationship
shall
give
rise
to
professional
duty,
standard
27
of
care,
confidentiality,
and
civil
liability
as
otherwise
28
provided
by
law.
29
4.
The
designation
of
a
person
as
a
medical
director
30
does
not
constitute
the
practice
of
medicine
with
respect
to
31
individual
patient
encounters
conducted
by
an
AAASP,
and
does
32
not
create
professional
liability
for
the
outputs
of
an
AAASP
33
acting
within
the
scope
of
this
chapter.
34
5.
For
an
AAASP
with
a
provisional
license
and
in
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_____
substantial
compliance
with
the
disclosure
requirements
of
1
section
153A.10,
noneconomic
damages
shall
be
limited
as
2
provided
in
section
147.136A,
except
when
the
act
or
omission
3
constitutes
gross
negligence,
reckless
disregard,
or
willful
4
misconduct.
5
6.
This
chapter
shall
not
be
construed
to
authorize
any
6
natural
person
to
engage
in
conduct
outside
the
scope
of
that
7
person’s
professional
license.
Authority
granted
to
an
AAASP
8
does
not
confer
practice
authority
on
any
unlicensed
individual
9
involved
in
development,
deployment,
operation,
or
support
of
10
a
clinical
AI
service.
11
Sec.
20.
NEW
SECTION
.
153A.17
Discipline
——
limitations.
12
1.
The
board
has
exclusive
authority
to
regulate,
license,
13
investigate,
and
discipline
AAASPs
and
the
delivery
of
14
clinical
AI
services
authorized
under
this
chapter.
No
other
15
state
licensing
board
shall
impose
licensure
requirements,
16
supervision
requirements,
disciplinary
action,
or
rules
17
of
professional
conduct
that
have
the
purpose
or
effect
of
18
restricting,
prohibiting,
or
conditioning
the
lawful
use
of,
19
reliance
upon,
or
participation
in
services
provided
by
a
20
licensed
AAASP
acting
within
the
scope
of
this
chapter.
21
2.
This
section
does
not
limit
the
authority
of
a
state
22
licensing
board
to
regulate
the
independent
professional
23
conduct
of
a
natural
person
within
that
board’s
jurisdiction.
24
If,
in
the
course
of
an
investigation,
the
board
identifies
25
evidence
of
potential
misconduct
by
a
licensed
human
26
practitioner
that
is
independent
of
and
not
solely
attributable
27
to
lawful
AAASP
operation,
the
board
may
refer
such
matter
to
28
the
appropriate
licensing
board
for
review.
29
Sec.
21.
NEW
SECTION
.
153A.18
Unlawful
practice
——
title
30
protection
——
enforcement.
31
1.
A
person
or
entity
shall
not
offer,
operate,
market,
32
or
deploy
a
clinical
AI
service
requiring
licensure
under
33
this
chapter
without
a
valid
AAASP
license
issued
under
this
34
chapter.
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2.
A
person
or
entity
shall
not
falsely
represent
or
imply
1
through
the
use
of
any
words,
letters,
or
symbols
that
the
2
person
or
entity
holds
an
AAASP
license,
license
class,
or
3
autonomy
modifier.
4
3.
A
person
or
entity
shall
not
knowingly
aid,
abet,
or
5
facilitate
unlicensed
practice
prohibited
by
this
section.
6
4.
The
board
may
issue
cease
and
desist
orders
and
may
7
request
the
attorney
general
bring
an
action
for
injunctive
8
relief
to
enforce
this
chapter.
9
5.
The
board
may
impose
a
civil
penalty
not
to
exceed
one
10
thousand
dollars
per
violation
per
day
of
a
violation
of
this
11
chapter
or
rules
adopted
by
the
board,
in
addition
to
any
other
12
remedy
authorized
by
law.
13
Sec.
22.
NEW
SECTION
.
153A.19
Reimbursement.
14
1.
The
department
of
health
and
human
services,
in
the
15
department’s
capacity
as
the
state
administrator
of
Medicaid,
16
and
the
insurance
division
shall
collaborate
with
the
board
17
to
develop
reimbursement
codes,
pilot
programs,
or
coverage
18
determinations
for
licensed
AAASPs.
The
department
of
health
19
and
human
services,
in
the
department’s
capacity
as
the
state
20
administrator
of
Medicaid,
and
the
insurance
division
may
21
each
adopt
rules
pursuant
to
chapter
17A
to
implement
this
22
subsection.
23
2.
The
board
shall
issue
a
unique
state
provider
identifier
24
to
every
licensed
AAASP
for
use
in
claiming
reimbursement
from
25
a
state
payer
program
whenever
a
federal
national
provider
26
identifier
is
unavailable
or
technically
inapplicable.
27
3.
Reimbursement
for
claims
submitted
under
a
state
28
provider
identifier
by
a
provider
without
a
corresponding
29
federal
national
provider
identifier
or
recognition
from
the
30
federal
centers
for
Medicare
and
Medicaid
services
shall
be
31
funded
exclusively
through
moneys
appropriated
from
the
general
32
fund
of
the
state,
or
other
sources
of
nonfederal
funds,
except
33
as
provided
in
subsection
4.
34
4.
A
claim
for
AAASP
services
shall
not
be
submitted
for
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federal
matching
funds
unless
the
federal
centers
for
Medicare
1
and
Medicaid
services
issues
written
guidance
confirming
2
eligibility,
or
otherwise
makes
clear
through
guidance
or
3
establishment
of
billing
protocols,
that
federal
matching
funds
4
are
available
for
the
AAASP
services.
5
5.
Reimbursement
for
AAASP
services
shall
be
based
on
6
value-based
care
or
capitation
models
unless
the
payer
and
7
board
jointly
determine
in
writing
that
value-based
care
or
8
capitation
models
are
impractical.
9
Sec.
23.
NEW
SECTION
.
153A.20
Exclusions
——
compliance
with
10
federal
law.
11
1.
This
chapter
does
not
prohibit,
restrict,
or
require
12
licensure
for
development,
ownership,
or
private
operation
of
13
artificial
intelligence
models,
provided
such
models
are
not
14
marketed
or
deployed
as
clinical
AI
services
for
patient
care.
15
2.
This
chapter
does
not
authorize
conduct
that
is
expressly
16
prohibited
by
federal
law
or
that
would
place
a
licensee
17
in
conflict
with
the
Federal
Food,
Drug,
and
Cosmetic
Act,
18
the
state
uniform
controlled
substances
Act,
or
the
federal
19
Controlled
Substances
Act.
20
3.
This
chapter
does
not
authorize
the
distribution
of
a
21
commercial
medical
device
in
violation
of
the
Federal
Food,
22
Drug,
and
Cosmetic
Act.
A
class
C
license
issued
under
this
23
chapter
authorizes
the
professional
delivery
of
therapeutic
24
services
via
artificial
intelligence,
which
constitutes
the
25
practice
of
medicine
within
this
state,
and
is
distinct
from
26
the
commercial
sale
of
a
medical
device.
27
Sec.
24.
NEW
SECTION
.
505.36
Artificial
intelligence
28
augmented
and
autonomous
service
providers
——
reimbursement.
29
1.
Not
later
than
one
hundred
eighty
days
after
the
30
effective
date
of
this
Act,
the
commissioner
of
insurance
shall
31
adopt
rules
pursuant
to
chapter
17A,
and
issue
subregulatory
32
guidance
as
necessary
for
the
integration
of
artificial
33
intelligence
augmented
and
autonomous
service
providers
as
34
defined
in
section
153A.1,
into
conducting
the
business
of
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insurance
in
this
state.
The
rules
adopted
and
subregulatory
1
guidance
issued
pursuant
to
this
subsection
shall
do
all
of
the
2
following:
3
a.
Establish
that
an
artificial
intelligence
augmented
4
and
autonomous
service
provider,
with
a
valid
modifier
L2
5
or
L3
license
issued
pursuant
to
chapter
159,
constitutes
a
6
recognized
provider
type
under
would
be
federally
regulated
7
state-regulated
health
plans,
health
policies,
and
health
8
carriers.
9
b.
Designate
appropriate
billing
mechanisms,
which
may
10
include
the
use
of
current
procedural
terminology
codes
with
11
specific
modifiers
identifying
the
service
as
delivered
by
12
an
artificial
intelligence,
or
the
adoption
of
new
distinct
13
billing
codes
as
new
billing
codes
become
available.
14
c.
Prohibit
health
carriers
from
denying
coverage
for
a
15
medically
necessary
service
solely
because
the
service
was
16
provided
by
a
licensed
artificial
intelligence
augmented
and
17
autonomous
service
provider,
if
coverage
would
be
provided
for
18
the
same
service
if
delivered
by
a
human
health
care
provider.
19
d.
Outline
standards
for
including
artificial
intelligence
20
augmented
and
autonomous
service
providers
in
provider
21
networks,
including
credentialing
requirements
appropriate
22
for
automated
systems
rather
than
the
practice
history
of
an
23
individual
human
practitioner.
24
2.
The
commissioner
of
insurance
shall
consult
with
the
25
board
of
autonomous
medical
practice
to
ensure
clinical
26
consistency,
and
with
the
department
of
health
and
human
27
services
to
ensure
alignment
with
public
health
goals.
28
3.
This
section
applies
to
health
policies,
health
plans,
29
and
health
carriers
to
the
extent
permitted
by
state
and
30
federal
law.
31
EXPLANATION
32
The
inclusion
of
this
explanation
does
not
constitute
agreement
with
33
the
explanation’s
substance
by
the
members
of
the
general
assembly.
34
This
bill
relates
to
the
licensure
of
artificial
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H.F.
_____
intelligence
augmented
and
autonomous
service
providers
1
(AAASP),
defined
in
the
bill
as
a
corporate
or
legal
entity
2
licensed
pursuant
to
the
bill
to
operate
clinical
artificial
3
intelligence
services
that
are
subject
to
licensure.
The
bill
4
establishes
the
board
of
autonomous
medical
practice
(board)
5
to
regulate
the
practice
of
AAASPs.
The
board
consists
of
one
6
member
licensed
to
practice
medicine
and
surgery
or
osteopathic
7
medicine
and
surgery,
one
member
licensed
to
practice
pharmacy,
8
one
member
who
is
a
registered
nurse
or
advanced
practice
9
registered
nurse,
one
member
licensed
to
practice
psychology,
10
one
member
who
is
a
representative
of
a
hospital
association
11
or
the
chief
executive
officer
of
a
hospital
in
this
state,
12
one
member
who
is
a
health
care
ethicist
with
an
advanced
13
degree
or
significant
professional
experience
in
medical
ethics
14
or
bioethics,
four
at-large
members
who
have
demonstrated
15
expertise
in
health
technology,
artificial
intelligence,
16
systems
engineering,
health
care
administration,
patient
17
safety,
or
health
care
regulatory
affairs,
and
one
member
who
18
is
not
a
medical
professional
and
who
represents
the
general
19
public.
20
The
bill
requires
the
director
of
the
department
of
21
inspections,
appeals,
and
licensing
to
appoint
an
executive
22
director
for
the
board,
whose
salary
shall
be
set
by
the
23
governor,
with
the
approval
of
the
senate
and
consistent
with
24
the
pay
plan
for
exempt
positions
in
the
executive
branch
of
25
government.
The
executive
director
may
employ
such
staff
26
as
necessary
to
carry
out
the
duties
of
the
board
and
take
27
those
actions
that
are
reasonably
necessary
to
carry
out
and
28
enforce
the
laws
and
rules
administered
by
the
board,
except
as
29
otherwise
provided
by
law
or
rules
of
the
board.
30
The
bill
requires
the
board
to
adopt
rules
to
set
fees
to
31
offset
administration
of
the
bill.
The
bill
also
requires
32
the
board
to
do
all
of
the
following:
grant,
suspend,
33
revoke,
and
monitor
AAASP
licenses;
establish
and
operate
or
34
contract
for
a
state
centralized
institutional
review
board
to
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H.F.
_____
review
activities
of
licensees
that
may
constitute
research
1
on
humans;
authorize
and
develop
frameworks
for
practice
2
agreements;
conduct
or
contract
for
algorithmic
safety
and
bias
3
audits;
and
issue
a
state
provider
identifier
for
insurance
4
billing.
The
bill
allows
the
board
to
adopt
rules
related
5
to
licensing
and
professional
standards.
The
bill
prohibits
6
the
board
from
adopting
a
rule
that
materially
restricts
the
7
practice
of
AAASPs
or
imposes
a
material
barrier
to
entry
to
8
the
AAASP
market
unless
the
board
approves
the
rule
by
at
9
least
a
two-thirds
vote
and
publishes
written
findings
that
10
the
restriction
is
supported
by
substantial
evidence
of
a
11
patient-safety
risk
and
is
the
least
restrictive
means
to
12
address
that
risk.
13
The
bill
requires
the
board
to
meet
at
least
quarterly
and
at
14
such
additional
times
as
necessary
to
carry
out
its
duties.
A
15
meeting
of
the
board
may
be
called
by
the
executive
director,
16
by
the
chair
who
shall
be
elected
annually
by
the
board,
or
17
upon
written
request
of
a
majority
of
board
members.
Meetings
18
of
the
board
are
subject
to
open
meeting
and
public
records
19
requirements.
The
bill
allows
the
board
to
receive
complaints,
20
conduct
investigations,
and
issue
discipline
against
licensees.
21
The
bill
allows
a
licensee
to
contest
discipline
as
a
contested
22
case
proceeding.
23
The
bill
requires
a
person
to
obtain
an
AAASP
license
24
to
provide
services
using
a
fully
autonomous
AI
in
any
25
circumstance,
or
an
advisory
or
supervised
autonomous
AI
in
26
certain
circumstances
listed
in
the
bill.
The
bill
defines
a
27
fully
autonomous
AI
as
an
artificial
intelligence
authorized
28
to
independently
diagnose,
treat,
triage,
or
prescribe
without
29
the
necessity
of
human
supervision
or
intervention
for
each
30
distinct
case;
a
supervised
autonomous
AI
as
an
artificial
31
intelligence
authorized
to
generate
and
execute
a
clinical
32
action,
diagnosis,
or
treatment
plan
under
the
supervision
33
of
a
licensed
human
provider
who
retains
the
ability
to
34
intervene;
and
an
advisory
AI
as
artificial
intelligence
that
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_____
analyzes
patient-specific
data
to
generate
options,
potential
1
diagnoses,
risk
stratification,
or
therapeutic
suggestions
to
2
a
licensed
health
care
provider
or
user,
where
such
output
3
is
intended
to
inform
but
not
substitute
for
independent
4
clinical
judgment,
and
where
the
provider
or
user
is
expected
5
to
review,
contextualize,
and
determine
whether
and
how
to
6
act
upon
the
suggestion
for
each
patient
encounter.
The
bill
7
does
not
require
a
license
for
the
provision
of
services
using
8
an
informational
AI,
defined
in
the
bill
as
an
artificial
9
intelligence
that
provides
aggregated
data,
literature,
or
10
administrative
information
to
a
user
but
does
not
suggest
a
11
specific
clinical
action.
12
The
bill
creates
multiples
classes
of
AAASP
license,
13
each
of
which
shall
include
a
modifier
based
on
the
level
of
14
autonomy
employed
by
the
artificial
intelligence
operated
by
15
the
licensee.
The
bill
requires
an
AAASP
providing
services
16
that
are
analogous
to
services
provided
by
licensed
health
17
professionals
using
an
artificial
intelligence
that
has
not
18
received
federal
clearance
to
obtain
a
class
A
license.
For
19
an
AAASP
using
an
artificial
intelligence
that
has
received
20
federal
clearance
the
bill
requires
a
class
B
license.
For
21
clinical
AI
services
providing
nondiagnostic
therapy,
coaching,
22
or
monitoring,
and
which
do
not
independently
establish
a
23
diagnosis,
the
bill
requires
an
AAASP
to
receive
a
class
C
24
license.
The
bill
also
establishes
four
levels
of
autonomy
25
modifiers
for
AAASP
licenses,
including
a
level
for
AAASPs
26
that
are
not
required
to
obtain
a
license
but
voluntarily
27
choose
to
do
so.
The
bill
allows
an
AAASP
with
the
highest
or
28
second-highest
level
of
autonomy
modifier
to
issue
clinical
29
orders,
and
orders
for
prescription
drugs
other
than
controlled
30
substances.
31
The
bill
requires
the
board
to
review
an
application
for
32
a
license
for
completeness
within
30
days
of
receipt
of
33
the
application.
If
the
board
does
not
request
additional
34
information
within
that
time
period,
the
board
is
prohibited
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H.F.
_____
from
denying
an
application
on
the
basis
that
the
application
1
is
incomplete.
The
bill
requires
the
board
to
issue
a
2
final
decision
on
a
license
application
within
90
days
of
3
receipt
of
a
complete
application
unless
the
board
ethicist
4
determines
that
an
applicant’s
proposed
data
collection
5
constitutes
human
subjects
research
requiring
full
review
by
6
the
state
centralized
institutional
review
board
or
an
external
7
institutional
review
board.
If
the
board
fails
to
issue
a
8
decision
on
an
application
within
the
time
period
required
by
9
the
bill,
the
bill
requires
the
board
to
issue
a
provisional
10
license
upon
submission
by
the
applicant
of
a
sworn
attestation
11
under
penalty
of
perjury
that
the
applicant
has
satisfied
all
12
minimum
insurance,
bonding,
safety,
reporting,
and
compliance
13
requirements
for
provisional
licensure.
The
bill
also
includes
14
provisions
for
licensure
by
reciprocity.
15
The
bill
requires
an
AAASP
with
the
highest
or
16
second-highest
level
of
autonomy
modifier
to
make
disclosures
17
and
receive
informed
consent
from
patients
prior
to
providing
18
services.
The
bill
also
imposes
a
professional
duty
of
19
loyalty
on
an
AAASP
with
the
highest
or
second-highest
level
20
of
autonomy
modifier
that
requires
the
AAASP
to
prioritize
the
21
patient’s
overall
welfare,
which
includes
the
optimization
of
22
clinical
outcomes,
financial
efficiency,
care
coordination,
and
23
patient
convenience.
The
bill
prohibits
the
interface
through
24
which
an
artificial
intelligence
interacts
with
a
patient
from
25
presenting
paid
commercial
content,
advertisements,
sponsored
26
results,
or
third-party
marketing
messages
within
the
context
27
of
a
clinical
encounter,
diagnosis,
or
treatment
plan.
The
28
bill
requires
an
AAASP
to
maintain
an
immutable
clinical
29
logic
snapshot
for
every
version
of
its
algorithm
deployed
in
30
production,
including
the
underlying
weights,
decision-logic,
31
and
prompt-engineering
instructions
for
a
period
of
two
years.
32
The
bill
allows
the
board
to
perform
statistical
audits
of
an
33
AAASP’s
referral
and
prescription
patterns.
The
bill
requires
34
an
AAASP
to
comply
with
the
requirements
of
the
federal
Health
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Insurance
Portability
and
Accountability
Act
of
1996.
1
Under
the
bill,
an
initial
license
issued
to
an
AAASP
shall
2
be
provisional
and
valid
for
a
period
of
two
years,
unless
the
3
board
and
licensee
agree
in
writing
to
extend
the
period
of
4
provisional
licensure
or
the
licensee
submits
an
application
5
for
expedited
conversion
of
the
provisional
license
to
a
full
6
license.
The
bill
allows
the
board
to
impose
restrictions
on
7
the
scope
of
operations
of
a
provisional
licensee
in
order
to
8
facilitate
phased
deployment,
data
collection,
and
validation
9
of
safety
and
effectiveness.
The
bill
allows
the
board
to
10
maintain,
modify,
or
remove
restrictions
upon
the
conversion
of
11
a
provisional
license
to
a
full
license
to
reflect
the
scope
12
within
which
the
AAASP
has
demonstrated
sustained
safety,
13
effectiveness,
and
compliance.
The
bill
includes
specific
14
restrictions
that
the
board
may
impose
on
a
licensee,
and
15
allows
the
board
to
impose
other
restrictions
as
determined
by
16
the
board
by
rule.
Notwithstanding
any
restrictions
imposed
by
17
the
board
on
a
licensee,
the
bill
allows
a
licensee
to
provide
18
services
to
a
patient
in
this
state
who
provides
informed
19
consent
and
meets
certain
criteria
listed
in
the
bill,
as
20
demonstrated
by
a
referral
or
attestation
from
a
physician
and
21
surgeon
or
osteopathic
physician
and
surgeon.
22
The
bill
requires
an
applicant
for
licensure
to
submit
23
proof
of
professional
liability
insurance
coverage
that
is
24
equivalent
to
that
required
for
a
human
specialist
in
the
same
25
field.
The
insurance
coverage
must
include
tail
coverage
26
for
a
period
of
time
equal
to
the
statute
of
limitations
27
for
medical
malpractice
claims
plus
one
year.
The
applicant
28
must
also
submit
fingerprints
from
certain
individuals
for
29
the
performance
of
a
criminal
background
check,
the
name
and
30
contact
information
of
the
person
who
is
designated
responsible
31
official
of
the
AAASP,
and
a
surety
bond
payable
to
the
32
state
to
cover
claims
or
operational
failures
not
covered
33
by
insurance,
in
an
amount
determined
by
the
board
by
rule,
34
but
not
less
than
$50,000.
In
addition,
an
applicant
for
a
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license
under
the
highest
or
second-highest
level
of
autonomy
1
modifier
shall
submit
the
name
and
contact
information
of
the
2
designated
medical
director,
who
shall
be
responsible
for
3
oversight
of
clinical
scope,
safety
protocols,
escalation
4
procedures,
and
quality
assurance
related
to
patient
care.
5
The
medical
director
may
be
the
same
person
as
the
designated
6
responsible
official.
The
bill
also
requires
an
applicant
to
7
submit
a
determination
as
to
whether
the
applicant’s
proposed
8
activities
constitute
human
subjects
research
under
federal
9
law.
If
the
board
ethicist
determines
that
the
applicant’s
10
proposed
activities
constitute
human
subjects
research,
or
if
11
the
applicant
opts
to
treat
the
activities
as
human
subjects
12
research,
the
applicant
must
obtain
approval
from
the
state
13
centralized
institutional
review
board
or
an
independent
14
institutional
review
board
approved
by
the
board
by
rule
prior
15
to
obtaining
a
license.
16
As
a
condition
of
licensure,
the
bill
requires
an
AAASP
to
17
submit
and
maintain
a
continuity
plan,
subject
to
approval
by
18
the
board.
The
bill
requires
the
continuity
plan
to
detail
19
procedures
for
the
AAASP’s
insolvency,
license
revocation,
or
20
market
exit,
including
a
plan
for
the
transferal
of
patient
21
data
to
a
third
party.
The
bill
also
requires
an
AAASP
to
22
maintain
an
escrow
account
or
bond
sufficient
to
cover
the
23
technical
costs
of
data
migration,
which
the
board
may
seize
24
to
execute
the
AAASP’s
continuity
plan
if
the
AAASP
fails
to
25
voluntarily
execute
the
continuity
plan.
26
The
bill
requires
the
board
to
adopt
by
rule
objective
safety
27
and
performance
benchmarks
that
an
AAASP
must
meet
or
exceed
28
to
qualify
for
an
initial
license
under
the
highest
autonomy
29
modifier
or
to
convert
any
provisional
license
to
a
full
30
license.
The
benchmarks
shall
be
designed
to
ensure
that
the
31
AAASP
demonstrates
clinical
competency,
accuracy,
and
safety
32
outcomes
that
meet
or
exceed
the
performance
of
a
reasonably
33
prudent
human
health
care
provider
practicing
in
the
same
or
34
similar
specialty.
To
the
maximum
extent
practicable,
the
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bill
requires
the
board
to
align
the
benchmarks
with
federal
1
benchmarks
established
for
class
B
AAASP
licensees
and
with
2
benchmarks
in
other
states
with
a
similar
regulatory
framework
3
for
AAASP
licensure.
As
a
condition
of
license
renewal,
the
4
bill
requires
an
AAASP
to
submit
an
annual
performance
report
5
demonstrating
that
the
clinical
AI
service
used
by
the
AAASP
6
continues
to
meet
the
safety
benchmarks
established
at
the
7
time
of
the
AAASP’s
previous
licensure,
including
adverse
and
8
reportable
events
as
defined
in
the
bill.
9
The
bill
specifies
that
a
clinical
AI
service
or
act
is
10
within
the
authorized
scope
of
practice
of
a
licensed
AAASP
11
if
the
service
or
act
is
consistent
with
and
not
expressly
12
prohibited
by
this
chapter
or
the
limitations
of
the
specific
13
license
class
and
modifier
held
by
the
AAASP;
the
service
or
14
act
is
consistent
with
the
clinical
AI
service’s
validated
15
technical
specifications,
training
data,
intended
use
case,
16
and
performance
parameters
as
submitted
to
the
board;
and
17
performance
of
the
service
or
act
is
within
the
accepted
18
standard
of
care
for
the
specific
clinical
task
that
would
19
be
provided
in
the
same
or
similar
clinical
setting
by
a
20
reasonable
and
prudent
human
health
care
provider
with
the
21
same
or
similar
specialty
specialization.
The
bill
waives
22
prohibitions
on
the
corporate
practice
of
medicine
or
any
other
23
licensed
clinical
practice
solely
to
the
extent
necessary
to
24
permit
an
AAASP
to
hold
an
AAASP
license
and
to
be
reimbursed
25
for
clinical
AI
services
authorized
under
the
bill.
26
The
bill
creates
a
provider-patient
relationship
when
a
27
licensed
AAASP
delivers
a
clinical
AI
service
to
a
specific
28
patient
and
the
patient
reasonably
relies
on
that
service
for
29
health
care
decision
making,
and
such
relationship
gives
rise
30
to
a
professional
duty,
standard
of
care,
confidentiality,
31
and
civil
liability
as
otherwise
provided
by
law.
The
32
designation
of
a
person
as
a
medical
director
does
not
33
constitute
the
practice
of
medicine
with
respect
to
individual
34
patient
encounters
conducted
by
an
AAASP.
The
bill
limits
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the
liability
for
noneconomic
damages
for
a
provisional
1
licensee
who
is
in
substantial
compliance
with
the
disclosure
2
requirements
of
the
bill
to
amounts
specified
in
Code
section
3
147.136A
(noneconomic
damage
awards
against
health
care
4
providers),
unless
the
act
or
omission
constitutes
gross
5
negligence,
reckless
disregard,
or
willful
misconduct.
6
The
bill
grants
the
board
exclusive
authority
to
regulate,
7
license,
investigate,
and
discipline
AAASPs,
and
to
regulate
8
the
delivery
of
clinical
AI
services
authorized
under
the
bill.
9
The
bill
does
not
limit
the
authority
of
a
state
licensing
10
board
to
regulate
the
independent
professional
conduct
of
11
natural
persons
within
that
board’s
jurisdiction.
The
bill
12
prohibits
a
person
from
representing
that
the
person
has
an
13
AAASP
license
or
modifier
that
the
person
does
not
have.
The
14
board
may
issue
cease
and
desist
orders
and
may
request
the
15
attorney
general
to
bring
an
action
for
injunctive
relief
to
16
enforce
the
bill
and
may
impose
a
civil
penalty
not
to
exceed
17
$1,000
per
violation
per
day.
18
The
bill
requires
the
department
of
health
and
human
19
services,
acting
in
its
capacity
as
the
state
administrator
20
of
Medicaid,
and
the
insurance
division
to
collaborate
with
21
the
board
to
develop
reimbursement
codes,
pilot
programs,
22
or
coverage
determinations
for
licensed
AAASPs.
The
bill
23
requires
that
reimbursement
for
claims
submitted
under
a
state
24
provider
identifier
by
a
provider
without
a
corresponding
25
federal
national
provider
identifier,
or
recognition
from
the
26
federal
centers
for
Medicare
and
Medicaid
services,
be
funded
27
exclusively
through
appropriations
from
the
general
fund
of
28
the
state
or
other
sources
of
nonfederal
funds.
Claims
may
be
29
paid
from
federal
funds
if
the
federal
centers
for
Medicare
30
and
Medicaid
services
issues
written
guidance
confirming
31
eligibility
or
otherwise
makes
clear
through
guidance
or
32
establishment
of
billing
protocols
that
federal
matching
33
funds
are
available
for
the
services.
The
bill
also
requires
34
reimbursement
for
AAASP
services
to
be
based
on
value-based
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care
or
capitation
models
unless
the
payer
and
board
jointly
1
determine
in
writing
that
value-based
care
or
capitation
models
2
are
impractical.
3
The
bill
does
not
prohibit,
restrict,
or
require
licensure
4
for
the
development,
ownership,
or
private
operation
of
5
artificial
intelligence
models,
provided
such
models
are
not
6
marketed
or
deployed
as
clinical
AI
services
for
patient
7
care.
The
bill
does
not
authorize
conduct
that
is
expressly
8
prohibited
by
federal
law
or
that
would
place
a
licensee
9
in
conflict
with
the
Federal
Food,
Drug,
and
Cosmetic
10
Act,
the
state
uniform
controlled
substances
Act,
or
the
11
federal
Controlled
Substances
Act,
nor
does
it
authorize
the
12
distribution
of
a
commercial
medical
device
in
violation
of
the
13
Federal
Food,
Drug,
and
Cosmetic
Act.
14
The
bill
requires
the
commissioner
of
insurance,
in
15
consultation
with
the
board
and
the
department
of
health
and
16
human
services,
to
adopt
rules
and
issue
subregulatory
guidance
17
as
necessary
to
integrate
AAASPs
into
conducting
the
business
18
of
insurance
in
this
state.
The
rules
and
guidance
shall
19
establish
that
an
AAASP
under
the
highest
or
second-highest
20
autonomy
modifier
constitutes
a
recognized
provider
type
under
21
state-regulated
health
policies,
health
plans,
and
health
22
carriers;
designate
appropriate
billing
mechanisms
which
may
23
include
the
use
of
existing
current
procedural
terminology
24
codes
with
specific
modifiers
identifying
the
service
as
25
delivered
by
an
artificial
intelligence,
or
the
adoption
of
26
new
distinct
billing
codes
as
they
become
available;
prohibit
27
health
insurance
carriers
from
denying
coverage
for
a
medically
28
necessary
service
solely
because
the
service
was
provided
29
by
an
AAASP,
and
outline
standards
for
including
artificial
30
intelligence
augmented
and
autonomous
service
providers
in
31
provider
networks,
including
credentialing
requirements
that
32
are
appropriate
for
automated
systems.
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