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Paper Citation Record · LEDGER

Surpassing GPT-4 Medical Coding with a Two-Stage Approach

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2311.13735.

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

pith.paper-citation-record.v1
2311.13735 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:46:07.893716Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6e14c2f0-40c5-4c1c-bb00-3c98a5db4180 · inbound

The Anatomy of Evidence: An Investigation Into Explainable ICD Coding cites this paper.

The Anatomy of Evidence: An Investigation Into Explainable ICD Coding Surpassing GPT-4 Medical Coding with a Two-Stage Approach

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T20:46:07.893716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T20:46:07.893716Z digest=sha256:cda4d86f718ce123c7a87bc1112e554a9147e76d0c475c33e8a1222c53fc08db

Observation 2a9a066c-16ab-401e-acec-0eee487a32d6 · inbound

Bridging the Version Gap: Multi-version Training Improves ICD Code Prediction, Especially for Rare Codes cites this paper.

Bridging the Version Gap: Multi-version Training Improves ICD Code Prediction, Especially for Rare Codes Surpassing GPT-4 Medical Coding with a Two-Stage Approach

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-20T11:58:15.207502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-05-20T11:54:55.087363Z digest=sha256:41df58f7e2326adbde3eac85496f6fa540bda747246cafd1429e8b8418be14b1

Observation 7b74c92c-637a-4b32-9516-920a0eb7f2cf · inbound

Automated ICD Classification of Psychiatric Diagnoses: From Classical NLP to Large Language Models cites this paper.

Automated ICD Classification of Psychiatric Diagnoses: From Classical NLP to Large Language Models Surpassing GPT-4 Medical Coding with a Two-Stage Approach

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-21T04:49:35.329015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-21T04:45:29.743994Z digest=sha256:f598763840b2e30cfd8e47492669ace519d28a27cb34122318b1a0d6236f292b