Paper Citation Record · LEDGER

DisEmbed: Transforming Disease Understanding through Embeddings

As of 23 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2412.15258.

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

pith.paper-citation-record.v1
2412.15258 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:43:49.777420Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

19 of 19 outbound references displayed

verified exact0
verified fuzzy14
unresolved4
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80afddd4-8646-48ce-9940-517832f2f7c0 · outbound

This paper cites Generalist embedding models are better at short-context clinical semantic search than specialized embedding models, 2024.

DisEmbed: Transforming Disease Understanding through Embeddings Generalist embedding models are better at short-context clinical semantic search than specialized embedding models, 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.322763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ec4db0ca-90c6-4283-83f2-3071616a9dfa · outbound

This paper cites International classification of diseases, tenth revision, clinical modification (icd-10-cm).

DisEmbed: Transforming Disease Understanding through Embeddings International classification of diseases, tenth revision, clinical modification (icd-10-cm)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.297425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e561e390-6211-4221-8b23-6776df23466b · outbound

This paper cites Neuml/pubmedbert-base-embeddings.

DisEmbed: Transforming Disease Understanding through Embeddings Neuml/pubmedbert-base-embeddings

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.276909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation de097ffd-889a-46b8-be9a-b158e4d72229 · outbound

This paper cites Medcoder: A generative ai assistant for medical coding, 2023.

DisEmbed: Transforming Disease Understanding through Embeddings Medcoder: A generative ai assistant for medical coding, 2023

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.256940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fea8ab82-423c-4e64-b1ab-0a37a6074bc3 · outbound

This paper cites Medembed: Pre-trained medical embeddings.

DisEmbed: Transforming Disease Understanding through Embeddings Medembed: Pre-trained medical embeddings

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.232942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1bf5fce4-5c88-4a5f-a63b-20499fd2f74a · outbound

This paper cites SciBERT: A Pretrained Language Model for Scientific Text.

DisEmbed: Transforming Disease Understanding through Embeddings SciBERT: A Pretrained Language Model for Scientific Text

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T14:43:49.673164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0fbcdb0-bfc0-48c4-9867-116fd7954c34 · outbound

This paper cites Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets.

DisEmbed: Transforming Disease Understanding through Embeddings Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T14:43:49.680543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8937d62-c291-474a-9afc-bfa4398491a5 · outbound

This paper cites ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission.

DisEmbed: Transforming Disease Understanding through Embeddings ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T14:43:49.689350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fd881a7-57b4-4853-8534-47a6bc30bbab · outbound

This paper cites Publicly Available Clinical BERT Embeddings.

DisEmbed: Transforming Disease Understanding through Embeddings Publicly Available Clinical BERT Embeddings

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T14:43:49.697223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e9960fe-e847-4e9b-b4ab-5e0bed1bdbb0 · outbound

This paper cites Efficient natural language response suggestion for smart reply, 2017.

DisEmbed: Transforming Disease Understanding through Embeddings Efficient natural language response suggestion for smart reply, 2017

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.204964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 33679bfa-3047-484d-b9f4-33bae24dfc71 · outbound

This paper cites Disease database.

DisEmbed: Transforming Disease Understanding through Embeddings Disease database

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.168811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 87401d8d-be3f-4217-9b0b-43c4fce3bfaf · outbound

This paper cites Medical diagnosis dialogue workshop @ iclr 2021.

DisEmbed: Transforming Disease Understanding through Embeddings Medical diagnosis dialogue workshop @ iclr 2021

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.140585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f06d4e47-0baf-4684-8f61-fba4eb6c1c55 · outbound

This paper cites Cod-patientsymdisease.

DisEmbed: Transforming Disease Understanding through Embeddings Cod-patientsymdisease

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.112519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 55a9a9fb-2108-4747-a990-5b65a112c547 · outbound

This paper cites Task-oriented dialogue system for automatic diagnosis, 2018.

DisEmbed: Transforming Disease Understanding through Embeddings Task-oriented dialogue system for automatic diagnosis, 2018

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.080699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 301f51d9-7ed3-4019-87bf-99782f83fa5f · outbound

This paper cites Clinicalbert.

DisEmbed: Transforming Disease Understanding through Embeddings Clinicalbert

Reference 15

Resolution: parse uncertain; raw_fallback, observed 2026-08-11T14:43:50.054664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b87bd761-b2dd-41ee-8a55-bb9e58ccfc7f · outbound

This paper cites Bio-clinicalbert.

DisEmbed: Transforming Disease Understanding through Embeddings Bio-clinicalbert

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:50.025085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5e740216-8099-4ea2-bf33-41fa335acfa8 · outbound

This paper cites Snowflake arctic.

DisEmbed: Transforming Disease Understanding through Embeddings Snowflake arctic

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:49.997808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 95596804-d0c7-48d8-b439-4f092f47ed16 · outbound

This paper cites Baai/bge-large-en.

DisEmbed: Transforming Disease Understanding through Embeddings Baai/bge-large-en

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:49.975379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 50e2cf8b-0c3a-487c-a9c6-061fc7a2b1c5 · outbound

This paper cites biobert-v1.1.

DisEmbed: Transforming Disease Understanding through Embeddings biobert-v1.1

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T14:43:49.955315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.