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Paper Citation Record · LEDGER

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework

As of 24 July 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2604.08226.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.08226 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:07:22.384668Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-23T06:31:01.910684+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

  • verified exact0
  • verified fuzzy16
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99d5183c-ebd9-4fc5-a3a6-cd7204579c37 · outbound

This paper cites doctor-knows-best.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework doctor-knows-best

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.372035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:9f5df702af376bbf379a7ee7e5f80092f23d9fd7b0e51cb4f02a7d768c24b971

Observation 9d9b87c4-22cc-4f0d-9e36-feebe59671a4 · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.380490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:03ed8b4088ae669b40675fb4e404b5409855fff479d122665e0280ae954ebd55

Observation afb6a38b-3e48-41eb-9e93-fd5b4bc86d34 · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.347371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:a658df3f7908948b4aaea6fe87693d0cdc8c732c7bff5e3f952241c29d633769

Observation 87b03c99-5537-4453-b806-6af3f122f2dd · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.374913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:a0e690e1eb767aeb1f3fa9581f9d4f883dad1c66dc560773500bb05598f2ac60

Observation 4d52561b-5595-46dc-8d07-47db55825227 · outbound

This paper cites black- box.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework black- box

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.378011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:a817f19190c75714c8d805bbbc56f4ba7b67d72154e9585fd30b5cca55868bc3

Observation 1b2d98f3-b574-4afe-aaf8-45646d472067 · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.350769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:27399b8d23c0d2de4a61cd2a34c1337c20e44636b7318ab7d6b65f68bb2a3c9d

Observation ec2fa876-da95-4ce2-8cea-6a6c1ccada17 · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.366741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:476ff3f30122c8d701b3916339321b608349155df3bd41e04ee9755b3b87fee0

Observation 6f8bc6a4-555d-4a65-b803-d95647bd38fc · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.358898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:842444c97307a8d1269c29ff8d690d4cea60efbbc8d79c02dd86ba847f5b3677

Observation d4f6dcaa-f19e-4400-a1c8-46a04c1e1f82 · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.369237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:a06e12a57f1bfaffed59b4df64eb1a0dfb90ad0da878e451796912e0f1dd418a

Observation ecca2e74-5c62-48fe-876c-7415d5844ace · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.353351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:1c5bbd79b87eadd27bdc9622b2093a66e3271ff25b72d139b3df3eaad8af2fbd

Observation 0867ed43-7153-4ac5-bbc5-916dcbd00564 · outbound

This paper cites leading indicators.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework leading indicators

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.363971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:2796b32f29560da89e1ec072ecac52944e97dc37b5804f3dae2608738c560a61

Observation 643c5ee5-7cca-4d30-9a66-056ebf0fbf09 · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.361308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:2bda03e74136edd4839aeb5ae722d1113f116af1b920a6b96712da3c99bc9ee7

Observation b020e285-fee6-436d-85da-0a80ff9708f8 · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.341511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:ddabd764920bdbf9a58dcd63994a541962ba9fdccf8c650f9950ca2758dc3619

Observation c3405669-53d4-4da7-b5c8-f790eb10f184 · outbound

This paper cites In expert domains such as clinical medicine, these cognitive processes become highly specialized and domain- structured.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework In expert domains such as clinical medicine, these cognitive processes become highly specialized and domain- structured

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.338480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:35c4ce5b6a44fe91b18705ae61e5261e23f5ee8520efc61062e83c557bd938b0

Observation 299c0389-eead-435a-a7df-fb3be5762559 · outbound

This paper cites an unresolved cited work.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework Unresolved cited work

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.344251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:f72dc5ce21abe2b5254549f4fe2a4c793cc52faf33bff8d7978589d932c727d6

Observation 78ab59f1-bf28-4c24-9038-2716a4f1a819 · outbound

This paper cites recognize.

Grounding Clinical AI Competency in Human Cognition Through the Clinical World Model and Skill-Mix Framework recognize

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T12:01:46.356264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T17:07:22.384668Z digest=sha256:250563458d929ad8da292f7b40c60df378d3d403eea62526393c986b636b5ff9

Pith citing papers

No inbound Pith citation observations are available.