Pith. sign in

Paper Citation Record · LEDGER

MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.13205.

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

pith.paper-citation-record.v1
2503.13205 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T10:16:13.117505Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:06:30.471212Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e99ba629-0b15-4239-982a-8572030397b4 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

Reference 171

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:57:38.604918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-15T02:57:37.873567Z digest=sha256:bfa419e938944cec991a1cc3815af8ec770160823c4b38dee35017a1e12bc090

Observation 13ec2966-c4c9-496c-94e3-2b6e83937fc9 · inbound

MAC: Masked Agent Collaboration Boosts Large Language Model Medical Decision-Making cites this paper.

MAC: Masked Agent Collaboration Boosts Large Language Model Medical Decision-Making MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-19T03:12:56.573853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-19T03:12:23.075137Z digest=sha256:f805a4b69bafb32b1fb4983b43e72a0f39825dba11fecf357a580b5257206ddd

Observation 0f5b31e7-9342-4047-9cbc-e3ca0428a123 · inbound

Uncertainty-Guided Latent Diagnostic Trajectory Learning for Sequential Clinical Diagnosis cites this paper.

Uncertainty-Guided Latent Diagnostic Trajectory Learning for Sequential Clinical Diagnosis MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-10T23:00:49.609023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T19:24:57.443464Z digest=sha256:128bfc215883595ff80cc9e1fba14e051755d2fcb58bc7ccc49965f78a618772

Observation 28412181-d224-4d37-a0c2-592586129c5d · inbound

ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models cites this paper.

ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T03:06:30.473043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-06-28T10:16:13.117505Z digest=sha256:79d8d75730145602215730d19cac6b299338be988f8f648ceca7417019040a17