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Paper Citation Record · LEDGER

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work

As of 6 August 2026, this Paper Citation Record lists 100 of 129 outbound references and 1 inbound Pith citation observation for arXiv:2604.23674.

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

pith.paper-citation-record.v1
2604.23674 v1

Coverage vector

measured 100 of 129 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T06:16:16.121447Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T02:42:29.843747Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 129 outbound references displayed

  • verified exact17
  • verified fuzzy67
  • unresolved10
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 53b9ae60-e972-493b-8ae7-3d631e71dcb9 · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 1

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation edc90486-5b2b-4b74-b821-7027395bdc1c · outbound

This paper cites Nature 630, 493–500.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Nature 630, 493–500

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.460035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation fd949f63-dce0-45e0-8031-6d35612f3d1e · outbound

This paper cites medical-research-skills.https://github.com/ aipoch/medical-research-skills.GitHubrepository,accessed2026- 04-04.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work medical-research-skills.https://github.com/ aipoch/medical-research-skills.GitHubrepository,accessed2026- 04-04

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 841d543a-7487-47fc-80b2-5cfb1bf90a50 · outbound

This paper cites The repertoire of mutational signatures in human cancer.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work The repertoire of mutational signatures in human cancer

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.379677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:bffc868f66adb423c25262eb39360ff81372654af4c92763a90d1023501653f1

Observation def95dd7-d0d6-4145-93d1-363ac33780d5 · outbound

This paper cites Introducing the Model Context Protocol.https: //www.anthropic.com/news/model-context-protocol.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Introducing the Model Context Protocol.https: //www.anthropic.com/news/model-context-protocol

Reference 5

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verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.473100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:9e0d356183c053826185c3903cf3b3e2f1e4b9260c164bb3869094ec242ecb3e

Observation a828fdb0-f653-487f-bacb-061c6461fc33 · outbound

This paper cites MOFA+:astatisticalframeworkfor comprehensiveintegrationofmulti-modalsingle-celldata.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work MOFA+:astatisticalframeworkfor comprehensiveintegrationofmulti-modalsingle-celldata

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.278410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:637bae1339f7f92d6d9e7a2ff9c8c7c763e7d6551f6766c8ed40f0d4aeedb440

Observation 9fe11af9-45d0-45af-a8ba-ce133992c7b6 · outbound

This paper cites Genomics in the cloud: Using Docker, GATK, and WDL in Terra.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Genomics in the cloud: Using Docker, GATK, and WDL in Terra

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.265022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:e366d54c8551746277d9e9b6ba1012ea6cf5ff0a1ac94eae5c3d5ce6f277743c

Observation 2fd4ec60-c60c-4143-be93-dd929b3c0af6 · outbound

This paper cites Integrating taxonomic, functional, and strain-level profiling of diverse microbial communi- ties with bioBakery 3.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Integrating taxonomic, functional, and strain-level profiling of diverse microbial communi- ties with bioBakery 3

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.297739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:610a7eeff7f6f94e43ac3ad5dc8e2a1af059ba800f6f3af9fa00d3590b5ecaab

Observation d8d1347b-e16d-4d2a-a417-5140bcf54dd5 · outbound

This paper cites Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.258451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 30403a12-67dc-444f-bec7-99f51a0c299f · outbound

This paper cites Augmenting large language models with chemistry tools.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Augmenting large language models with chemistry tools

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.408081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:ffdbc2aea45a1980ef15cf14e26634d7af4911f54fcada54e8cd11aba5e9a3a7

Observation 456a8271-b6ec-4925-ab3b-15524b84f54c · outbound

This paper cites Borg, omega, and kubernetes.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Borg, omega, and kubernetes

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.484845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 2e3e3c02-78c2-44b3-bf9a-15e71cfca29c · outbound

This paper cites Chai-1: Decoding the molecular interactions of life.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Chai-1: Decoding the molecular interactions of life

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.411237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:36479de6015d44c0f88000b5f3c968e16904ccd4507c534fb92de3b64cfa56ce

Observation b62b8f93-42f5-4e6c-abd6-f74fb0bd62db · outbound

This paper cites Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.414141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:e8a738482f254e0f81c30a0c5e562c704711858198fabaed6ecb87432ff35d14

Observation 8246de73-7e4f-4820-9d28-3d20ea705ef1 · outbound

This paper cites fastp:anultra-fastall-in- one FASTQ preprocessor.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work fastp:anultra-fastall-in- one FASTQ preprocessor

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.436488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:7f7071eb97feacb8baecdf0495329dc440bae0f3a7278be2451c9923b8b6defa

Observation 8d5c6fad-922c-462f-aa40-6b282b314c4b · outbound

This paper cites Manta: rapid detection of structural variants and indels for germline and cancer sequencing applications.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Manta: rapid detection of structural variants and indels for germline and cancer sequencing applications

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.399166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:da407d150ee5884c7ad97b7216662a0d6a074b58e69aa89d673a7d27a683b0b3

Observation fd87770b-b2c1-40c7-bd0e-61a541296f46 · outbound

This paper cites PRSice-2: Polygenic Risk Score software for biobank-scale data.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work PRSice-2: Polygenic Risk Score software for biobank-scale data

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:ad0c324d4e05d8fba52f1e71bb9e170c97290914c796437c201eb69663d8bb53

Observation 99741f87-fd2c-4900-9ceb-1b1497eadd0c · outbound

This paper cites Integration of customised LLM for discharge summary generation in real-world clinical settings: a pilot study on RUSSELL GPT.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Integration of customised LLM for discharge summary generation in real-world clinical settings: a pilot study on RUSSELL GPT

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:c787e8ae4e12a62e1f3b8629f4da5dadad72621b0ef1af4019b01664fa38941b

Observation bb22d7b2-3f61-45a5-a02b-17fd7feb6249 · outbound

This paper cites NanoClaw: Secure AI agent for WhatsApp, Telegram and more.https://nanoclaw.dev/.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work NanoClaw: Secure AI agent for WhatsApp, Telegram and more.https://nanoclaw.dev/

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.392998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:f7bd17011c2ffb5c07a249ad7028814c450c99c59ebf98c81d38fa3dfcbf6b6a

Observation 9dfecaef-fd34-4fbf-b95a-70588ef4a21e · outbound

This paper cites Regression models and life-tables.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Regression models and life-tables

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.364465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:0cac970f686e0e063ba209949d1fac59430491cfa5a9d63db45feb147e7db9f7

Observation d5e9c790-c258-425e-b187-8aeb62b20f94 · outbound

This paper cites Agentic AI in radiology: emerging potential and unresolved challenges.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Agentic AI in radiology: emerging potential and unresolved challenges

Reference 20

Resolution
malformed identifier
raw_fallback, observed 2026-05-26T19:07:53.386341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:4df4e67bfa091b27f5837809bc6485fee0d1fdfd19cd4f75692a07ba3526b81a

Observation 5c4a45aa-bfc3-4798-884d-c9c91cde7fd4 · outbound

This paper cites STAR: ultrafast universal RNA-seq aligner.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work STAR: ultrafast universal RNA-seq aligner

Reference 21

Resolution
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raw_fallback, observed 2026-05-26T19:07:53.450340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 0e12f3a3-1d46-46f9-8583-700767368d76 · outbound

This paper cites Regulation (EU) 2024/1689 laying down harmonised rules on ar- tificialintelligence(AIact).

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Regulation (EU) 2024/1689 laying down harmonised rules on ar- tificialintelligence(AIact)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.466646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a618b995977d7d2949b8decdb8042180007f85eff2a1ceaa87fb7f481e9f5437

Observation 34d316b8-dd50-4b94-b0f5-78970c3b202f · outbound

This paper cites MultiQC: summarizeanalysisresultsformultipletoolsandsamplesinasingle report.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work MultiQC: summarizeanalysisresultsformultipletoolsandsamplesinasingle report

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.433518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:28d437c2d833b9c88131ddc184f1a7e8ef189b936c7ff03ec068bf0f8089b568

Observation 32921d20-952a-4f3e-af9a-92efcbe32f11 · outbound

This paper cites Uncover this tech term: Agentic artificial intelligence in radiology.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Uncover this tech term: Agentic artificial intelligence in radiology

Reference 24

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.829800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 56dc42b0-3e6f-4ef0-ab88-9b88dd80a802 · outbound

This paper cites Towards trustworthy AI: A review of ethical and robust large language models.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Towards trustworthy AI: A review of ethical and robust large language models

Reference 25

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.821021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:ab5deaa2ba268d3553eff1bd003fe14c5f2a929bfb84d1b4b6bc59dbd9c1158e

Observation 8400dff6-1611-4047-9d8f-1e1279044a6c · outbound

This paper cites The evolving role of preprints in the disseminationofCOVID-19researchandtheirimpactonthescience Z.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work The evolving role of preprints in the disseminationofCOVID-19researchandtheirimpactonthescience Z

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.423923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:112c81d9faff39e2d6ccc4ea4d8b46a1be24f5d63fd3db09b2bec007f3f5dd2e

Observation 144e5b67-24cb-4d4c-8e63-a123591aa721 · outbound

This paper cites OpenClaw Medical Skills: The largest open-source medical AI skills library.https://github.com/ FreedomIntelligence/OpenClaw-Medical-Skills.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work OpenClaw Medical Skills: The largest open-source medical AI skills library.https://github.com/ FreedomIntelligence/OpenClaw-Medical-Skills

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.346798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:6a6a1c3a0d1375abe4947ea9af94ed6674b22d2483fb9d2c591f880bef16d5eb

Observation 3d5b8b64-7701-40a0-b3ca-3a552899bff2 · outbound

This paper cites The REporting of A disproportionality analysis forDrUgsafetysignaldetectionusingindividualcasesafetyreports inPharmacoVigilance(READUS-PV):explanationandelaboration.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work The REporting of A disproportionality analysis forDrUgsafetysignaldetectionusingindividualcasesafetyreports inPharmacoVigilance(READUS-PV):explanationandelaboration

Reference 28

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verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.340953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:c286adafcb705b3842e1453a9c4420979b7c5f7d97c418d744c6fe9d926a9742

Observation 59250ca0-c40b-42ca-ad18-6ed17c9dcb12 · outbound

This paper cites TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:12.497627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a12f0871cc89c803c7eacaeefe1571115853ea7e50a80af85777956778ec0afc

Observation ece877e3-22ce-4a5c-a18b-28af3b35764f · outbound

This paper cites Democratizing ai scientists using tooluniverse.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Democratizing ai scientists using tooluniverse

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:12.480642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:985b034c55fc736478f719f703275642e5a93e66f9e7d12aba3edd146db4c383

Observation 413cce37-d1c0-49e2-814c-141bba44285f · outbound

This paper cites ChEMBL:alarge-scalebioactivitydatabasefordrug discovery.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work ChEMBL:alarge-scalebioactivitydatabasefordrug discovery

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.320638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:7fbaa4285dd92dd90bb4806ea2dc1804df31346307e13338b9525bb4aaf49504

Observation 3277d575-1b1b-472c-af12-51e3312b5e94 · outbound

This paper cites 2025 , archiveprefix =.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work 2025 , archiveprefix =

Reference 32

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T21:16:12.490505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:0005d2627dbda3037bf221df543608187f84191e19afbedfe8391914f8247c7d

Observation c6ce5783-3bc3-416a-81fe-92fe22dc0c96 · outbound

This paper cites GRADE: an emerging consensus on rating quality of evidence and strength of recommen- dations.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work GRADE: an emerging consensus on rating quality of evidence and strength of recommen- dations

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.323442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:bccbfcd8a8ec3598b790269cc299fec9fa4c2c84fc3e693b64af51a81b6ee445

Observation 2a3c72ca-dab8-4103-8daa-5140c9877b2f · outbound

This paper cites Integratedanalysisofmultimodal single-cell data.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Integratedanalysisofmultimodal single-cell data

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.329135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:ec647bc8f0e18925a245d50545e35f312cb0c25f72fb39c1839a85b6ce87714c

Observation f359dc76-b0a7-4e23-99bb-6bb18d565d15 · outbound

This paper cites Metagpt:Metaprogrammingfor amulti-agentcollaborativeframework.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Metagpt:Metaprogrammingfor amulti-agentcollaborativeframework

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.338161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:c1a54c7b4038b2f5f3783517f5ad18700d817393d22c2d57eaab721aeeab459f

Observation 86597a8a-1397-49c0-8bed-2afefdbb143b · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.355605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:85f453dfb81ad018dffd1dc08d01e35f35d82dc6d73ec4a507def5af1ee1b012

Observation a84a5a69-1701-40f5-b77c-5e524b26c34b · outbound

This paper cites Carter, Xin Zhou, Matthew Wheeler, Jonathan A.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Carter, Xin Zhou, Matthew Wheeler, Jonathan A

Reference 37

Resolution
metadata mismatch
doi, observed 2026-05-08T23:24:23.781113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:6746c5c09a1b90520891e48eb3bf6f10eca4cf418970567aa61089fa2aafb88e

Observation 16e1aa18-8a1f-4785-95a4-a7c8f36e0dc6 · outbound

This paper cites A survey of safety and trustworthiness of large language models through the lens of verification and validation.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work A survey of safety and trustworthiness of large language models through the lens of verification and validation

Reference 38

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.790681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:9a68f3e2b6422aa4477fb6f9d915ead386c056dfc57589ad6076c1c76525d88a

Observation 5f794fa3-b6b8-44d9-aeac-e5d1386e78e2 · outbound

This paper cites TrustLLM: Trustworthiness in Large Language Models.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work TrustLLM: Trustworthiness in Large Language Models

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-18T11:17:09.209714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:b717a655a0f0d7fbd76e683c505a0ceb42f584c6a5c65826df630ddccfdbd9c8

Observation fbea2af8-fadd-4bfa-af27-ad695a5e0acc · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.334897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:c3915f7724ddb52983bdba482b33206561cff8f14825b8bd18692be2aaa8d629

Observation d5fad49d-0e8b-46c5-972d-900be030557b · outbound

This paper cites Agentmd: Empowering language agents for risk predictionwithlarge-scaleclinicaltoollearning.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Agentmd: Empowering language agents for risk predictionwithlarge-scaleclinicaltoollearning

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.534399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:796a32b3d67b36816b695106dea795be2f4e9db2227662f24a59afb167aaf4f2

Observation 19efec5e-a5cc-477d-96bf-eabe37ed324d · outbound

This paper cites John Wilbur, Zhe He, R.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work John Wilbur, Zhe He, R

Reference 42

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.749753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:27c60ac370c85992b090777132815cbe330a2ab09c7166fa2c21ca2caca2fc29

Observation 2f354e48-97b6-42b2-8878-55b34e53ff59 · outbound

This paper cites Inference and analysis of cell-cell communication using CellChat.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Inference and analysis of cell-cell communication using CellChat

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.548901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:93efeb318ffa23fc2c7b2294d1c4b0029c310da723b3e46babdbc38cf50d17a0

Observation 0f7acd42-ec5a-4cc0-9f1b-f58b50e675f3 · outbound

This paper cites Highly accurate protein structure prediction with AlphaFold.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Highly accurate protein structure prediction with AlphaFold

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.376537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:e1bf763a6954cdd1f797eaf16d7d597f5a268d9770706bc3f0ef43364ae8683d

Observation 927b5668-7aab-403f-b5b7-948dcca7d2a3 · outbound

This paper cites Antibody engineering and its therapeutic applications.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Antibody engineering and its therapeutic applications

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.476162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:1ca526183f31be6a2851841268458a76bab02b3f58e8aeeba5af69b60e2ad38f

Observation 9668d4d7-f7dc-415d-8561-6371ba6c139a · outbound

This paper cites Nonparametric estimation from incomplete observations.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Nonparametric estimation from incomplete observations

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.261862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:0a8e7bed2461aa64af1911a48f9c416a8e096ce6c77b064a8641c8cfb901ea3b

Observation 1e933069-cb04-462c-8f98-e87de28ddc7a · outbound

This paper cites The mutational constraint spectrum quantified from variation in 141,456 humans.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work The mutational constraint spectrum quantified from variation in 141,456 humans

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.469775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:81ac23313ec0dae1fc2b3ea03d445891a6ad4594fa554f60e1bbbee6c101d69d

Observation 4c5ff60b-925c-4423-b6ae-f6268d90ecc3 · outbound

This paper cites Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.488045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:5ef81448b0db8dbb02bd0f5a300fe892817ff230b89b836f370dd9e6694302aa

Observation 2cc20c60-36f0-4bf8-bad8-3b4ab72d3570 · outbound

This paper cites EchoFM: Foundation model for generalizable echocardiogram analysis.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work EchoFM: Foundation model for generalizable echocardiogram analysis

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-08T23:24:23.835118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:ee9e71841d798e3978702af451041d77659fde8120b361a97fb31c02cb552914

Observation 76cbafa1-8bd4-4758-a5c7-2ee3de65166c · outbound

This paper cites Strelka2: fast and accurate calling of germline and somatic variants.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Strelka2: fast and accurate calling of germline and somatic variants

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.545789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:84cdd1610421e3f94433e09971e12d4fab1a70474a2bbec5f0ada2300885e1b5

Observation cad63288-77c8-4b0a-a459-98ccd2b5f0bc · outbound

This paper cites The PHQ- 9: Validity of a brief depression severity measure.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work The PHQ- 9: Validity of a brief depression severity measure

Reference 51

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.768252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:9a493a16bf50f0c65c9a75f4056cf4fe5232acdaa1ff74c62df9de5c035d9400

Observation 35b92268-b595-4890-baa6-0be5023c7d76 · outbound

This paper cites ClinVar: improving access to variant interpretations and supporting evidence.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work ClinVar: improving access to variant interpretations and supporting evidence

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.396120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:4edddd4c722f7a960722e4390b0c6e3a4933b7e0f60b94695ee62490581d0efc

Observation 04ed566e-2a1e-4b35-8a77-233fb93c06b4 · outbound

This paper cites Langchain.https://github.com/ langchain-ai/langchain.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Langchain.https://github.com/ langchain-ai/langchain

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.402329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:c94642c42fb0707dfc61f0315db18fe02401c9bbf70f218241a177f316a4f4f2

Observation a594e7c8-5fe0-47f4-8df5-b0210807dcd0 · outbound

This paper cites How can clinicians leverage vibe coding for machine learning and deep learning research? Endocrinol.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work How can clinicians leverage vibe coding for machine learning and deep learning research? Endocrinol

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-08T23:24:23.809597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:0dd8a2ea59536a567e17cbedbd387b9f2c24ef791cd5f47eb8cf217987b499f2

Observation c1a81fc9-9b3c-4148-92b7-ee6b59a27e72 · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.426875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:dd83273ecf3ac00e9b06066450587002d2b7901e77a42aad5967314a767bfe02

Observation 4ee133a0-eaf3-49d2-a549-742f760ee200 · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.284584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:b19cd9290698360f3844b67f408bc302b3ab67357c8a3ce102ee656a12c7b4c6

Observation 06600222-08c4-4516-a8b1-d07e627ae3c2 · outbound

This paper cites Deeplearningfordrug- drug interaction prediction: A comprehensive review.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Deeplearningfordrug- drug interaction prediction: A comprehensive review

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.288099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a60595839e8da6df6954fbb4d8dbae8fd5174eea9117ea21c2118b7e3a4d849f

Observation 049d7498-fc59-4555-bedd-8d1c73aeaf10 · outbound

This paper cites Artificial general intelligence for medicalimaginganalysis.IEEEReviewsinBiomedicalEngineering 17, 337–358.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Artificial general intelligence for medicalimaginganalysis.IEEEReviewsinBiomedicalEngineering 17, 337–358

Reference 58

Resolution
verified exact
arxiv_id, observed 2026-05-08T23:24:23.777066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:07f7239a995da68e0644f91b9281145469d9f03ae3de87511e44b520a4019e02

Observation a33e61b6-283d-46aa-b2e2-03b66503afdd · outbound

This paper cites Deep generative modeling for single-cell transcriptomics.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Deep generative modeling for single-cell transcriptomics

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.294393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:03c594a6a9eb0ff9ba3beb6f3f2a51ac863b7bf53b68dee1034cd667149cb15f

Observation 7790fe6e-e381-47b8-9d89-d1a68bac1c67 · outbound

This paper cites Moderated estimation of foldchangeanddispersionforRNA-seqdatawithDESeq2.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Moderated estimation of foldchangeanddispersionforRNA-seqdatawithDESeq2

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.528064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:b1e1e36b053d12bf030c0a7bbc71b6ba02af997f5ad2b0504a56679f68e6f3d0

Observation c86d88ac-3aa2-4d0b-9dd2-b3d0ad10707a · outbound

This paper cites Lu, Bowen Chen, Drew F.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Lu, Bowen Chen, Drew F

Reference 61

Resolution
metadata mismatch
doi, observed 2026-05-08T23:24:23.826338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:11a1c490b32ace7d82f72022f430922b3b176e589c091e0c7123fc696ad5a034

Observation 9b8c9b3a-15cd-40b4-b44a-ca404550323a · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.561386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:485952c9c931bdba49deee05538bd0b187d64c7fa6856cde4f1c69bdb537150d

Observation 78608835-da45-45b0-8eec-7c44fb7143c2 · outbound

This paper cites The Ensembl Variant Effect Predictor.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work The Ensembl Variant Effect Predictor

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.310927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:6efcd4f78deac2f608ce43a2f89573f24d23720dfa6569aaa204d44187dd46a9

Observation 71a094e2-e64a-483b-8e02-0b71b6b542cd · outbound

This paper cites Docker: Lightweight linux containers for consis- tent development and deployment.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Docker: Lightweight linux containers for consis- tent development and deployment

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.499987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:8cfd074e0dfa862282c26851b07479ac0001324bf1b618d7ed116158d53d7597

Observation 662df5b5-2396-4968-9635-f62d66391682 · outbound

This paper cites Vibe coding: a new paradigm for biomedical software development.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Vibe coding: a new paradigm for biomedical software development

Reference 65

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.846061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:7c5d148ef5405a59d779620d4879c3ddaf0074a24ffa4881d12357d27002f51b

Observation 52e8b487-b6a3-40b4-91d2-3d6097e55bc3 · outbound

This paper cites From prompt engineering to agent engineering: expanding the ai toolbox with autonomous agentic ai collaborators for biomedical discovery.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work From prompt engineering to agent engineering: expanding the ai toolbox with autonomous agentic ai collaborators for biomedical discovery

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.301227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a24a8bc670efe950ddae55ba72009913c1bed674c051fd15475ff64fbf91e49a

Observation 58b910f0-3d9b-41b1-96d1-b82673da96db · outbound

This paper cites Drug repurposing using FDA adverse event reporting system (FAERS) database.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Drug repurposing using FDA adverse event reporting system (FAERS) database

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.290940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:fe5b5f588d434fbe87acf1b035531bbd78aa879752ef0bb79e3fe2dbf69f10e3

Observation b5056f42-65dd-4b69-b4da-6076aa569054 · outbound

This paper cites New evidence pyramid.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work New evidence pyramid

Reference 68

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.795151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:3fe25131e486bbb9cbe4ed977f867b278ac11ed2351471688569c695c83132a4

Observation 2f056b9d-1e45-4277-b220-86702bb55e2e · outbound

This paper cites Artificial intelligence agents in healthcare research: A scoping review.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Artificial intelligence agents in healthcare research: A scoping review

Reference 69

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.760023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:ad256dc168f2c1aed07e39828686b0383e80329bb6d5897e43b2ed6cf0e1b7a4

Observation dbd85729-85f3-49f0-8e2a-3b9eca4cb818 · outbound

This paper cites Hermes Agent: The self-improving AI agent.https://github.com/NousResearch/hermes-agent.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Hermes Agent: The self-improving AI agent.https://github.com/NousResearch/hermes-agent

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.558499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:f84f9cea60c6f8e07f2bc646b42eaf31af275620c31d3f6a142a6ca6b7490e45

Observation 0b8f4c4a-6eed-4e6f-b4a2-024ce0528866 · outbound

This paper cites Development and evaluation of a clinical note sum- marization system using large language models.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Development and evaluation of a clinical note sum- marization system using large language models

Reference 71

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verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.482117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a4a5e613cb2668037948a9825249cffd3f8ad18bf8006391bd1697f2c4aaf753

Observation 1aed635c-b05f-4b62-9db0-7b5fb49d8171 · outbound

This paper cites Openai function calling and tool use.https:// platform.openai.com/docs/guides/function-calling.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Openai function calling and tool use.https:// platform.openai.com/docs/guides/function-calling

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.443426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:27d3668cd22484480fddf0808f165792babf65eba4a762ec7c96d157370bbea2

Observation 14b8f878-1f2d-4de2-b452-7bf62c2f6810 · outbound

This paper cites OpenClaw: Personal AI assis- tant.https://github.com/openclaw/openclaw.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work OpenClaw: Personal AI assis- tant.https://github.com/openclaw/openclaw

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.463233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a0c7404a529016b08dce46cf5a5e16c36c22e2175a9e9a04385fe7c5a4f7f865

Observation 0b49b4c9-5291-4f31-bf45-a9b735a8423e · outbound

This paper cites Opentrons python protocol API documentation.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Opentrons python protocol API documentation

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.453470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:f3943c460cf8e2e453f9a8272091602bac40a535505c8a7e664c1aa74394b7a0

Observation d97f2c85-a5c6-4489-af28-edf2e624135a · outbound

This paper cites OWASPtop10forlargelanguagemodel applications2025.https://genai.owasp.org/.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work OWASPtop10forlargelanguagemodel applications2025.https://genai.owasp.org/

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.367553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:2fd0b86c94d0c30e13f387256c6e42ae8228c2e505c65a6e50674b775677dd81

Observation ad7cb58f-63f3-4ae6-9368-0f59e59aa73e · outbound

This paper cites BindCraft: one-shot design of functional protein binders.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work BindCraft: one-shot design of functional protein binders

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.457002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:623839397285c186e1a482a6c000fcd98a5ef60336e1f33a28f0e4025a5829dc

Observation 9d7569f4-4d62-4160-94ff-7d9b4d20ba79 · outbound

This paper cites The PRISMA 2020 statement: An updated guideline for reporting systematic reviews.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work The PRISMA 2020 statement: An updated guideline for reporting systematic reviews

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.439653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a598a47640aa351f8fb12da0c92c997e0883bf185bb32f14425e9903ae7db15e

Observation db706b98-dc1f-43e0-9e42-918e284422d9 · outbound

This paper cites Nature Methods 19, 171–178.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Nature Methods 19, 171–178

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.268021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:90201bf0b8b93da8afbf0fecbf1164e5105f01bf7b5296550a4884f17198439c

Observation f15c34df-4239-4156-812e-29e7cfa4811f · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.281526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:8cc3591ff4980ca2e9e7aec7e35e878cc5f69970fbc0cb63a471541ea0d16603

Observation 4a0b626b-d6a7-4bfb-a258-f329ed0f855c · outbound

This paper cites Gorilla: Large Language Model Connected with Massive APIs.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Gorilla: Large Language Model Connected with Massive APIs

Reference 80

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:22:17.488448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:1728c8fee42e28f80bf66b46dab68228324096f85c4705cb806a5c48cbe5c7bb

Observation df74fb45-692a-4bce-a1f2-22cf15b2d4c3 · outbound

This paper cites AuniversalSNPandsmall-indel variantcallerusingdeepneuralnetworks.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work AuniversalSNPandsmall-indel variantcallerusingdeepneuralnetworks

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.521499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:6c6c166405a55050724e0e10d30789c7fef846ee114013b96cc24c818e1af47b

Observation 74b15ce2-99ba-4b19-be47-47f357ac0bc4 · outbound

This paper cites Drug repurposing: progress, challenges and recommendations.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Drug repurposing: progress, challenges and recommendations

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.491081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:e65bd81427a7297f0f25b9844544252120d412670614d8d79e49cde97ef3e048

Observation 4a54764f-aad7-4ac0-90d1-da7c4ec0c2ed · outbound

This paper cites Next-generation therapeutic antibodies for cancer treatment: advancements, applications, and challenges.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Next-generation therapeutic antibodies for cancer treatment: advancements, applications, and challenges

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.389586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:0a8b7bb6fff249563a9189848968882cd32408f27a90ac347fc0b26a201d3139

Observation 615e80ef-5c2d-4269-923f-a98426a2afa2 · outbound

This paper cites DELLY: structural variant discovery by integrated paired-end and split-read analysis.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work DELLY: structural variant discovery by integrated paired-end and split-read analysis

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.373765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:5a7c10b589e8012de1246eb154aaf66ab117ff1b02bb6aa98c300085fc9a0588

Observation 13db94dd-f304-4dc3-b4b1-dfa4fe5c726e · outbound

This paper cites Standardsandguidelinesfortheinterpre- tationofsequencevariants:ajointconsensusrecommendationofthe ACMG and the AMP.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Standardsandguidelinesfortheinterpre- tationofsequencevariants:ajointconsensusrecommendationofthe ACMG and the AMP

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.343679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:ffea872e6dcddf375bf64dfbd0e61c1b42913c4129d6179f3d5d4d08d33a81aa

Observation 745b6817-db6a-490e-a2a2-ebc9e72ddb5a · outbound

This paper cites edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work edgeR: a Bioconductor package for differential expression analysis of digital gene expression data

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.540121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:cd82c260d4583f6cd194fd88f3fadd76e42055cfa5288f489ec766f69115afe2

Observation df7d4099-e4ff-4118-8c2f-2d98b9f5b139 · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 87

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.248457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a2f3a440809ecc67ec175ec6c6695978d9f9647c54e781ab37c51ab79d7bfa95

Observation 6a4e4877-7f1e-4b4f-8513-0f9f92fbe4c6 · outbound

This paper cites Bioengineering 12.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Bioengineering 12

Reference 88

Resolution
verified exact
doi, observed 2026-05-08T23:24:23.801987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:8080e7682b4a211af570bf16b53dd25c3bc586a765f3d27108a77e8ef93eba3e

Observation c81d9af9-9bd1-43d9-abe4-dd76d4de2334 · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 89

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.537290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:8d5510ce37a2614d70e040a57c8fa9b0f56fd07232aba85887ff170ffff0eea4

Observation 8fad5a15-4a93-4686-9ac1-b637950c1452 · outbound

This paper cites Nucleic Acids Research 52, D33–D43.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Nucleic Acids Research 52, D33–D43

Reference 90

Resolution
malformed identifier
raw_fallback, observed 2026-05-26T19:07:53.254900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:db2a2da39a7e2dea975839cff9c7abf1299bcb060e675d65f04a262ce400a8f7

Observation 271722b2-b8fe-43c4-a769-90869c3febce · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 91

Resolution
verified exact
local_arxiv, observed 2026-05-11T21:16:12.447933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:9172bf3ebd7afa1ce2b7ef45942edb5e389eb11b9abbb66fe3419b8a8377824d

Observation cc6831f9-fbbe-44b3-8aab-7180d9c51248 · outbound

This paper cites Integration of FAERS, DrugBank and SIDER data for machine learning-based detection of adverse drug reactions.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Integration of FAERS, DrugBank and SIDER data for machine learning-based detection of adverse drug reactions

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.555298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:d0923731d0cfd89eaa5872c6a69fe170a21167b442af85850c0b5ac26e52a6ff

Observation 177870f9-5e0e-464c-a8bf-a3677ab48663 · outbound

This paper cites Accurate detection of complex structural variations using single-molecule sequencing.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Accurate detection of complex structural variations using single-molecule sequencing

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.358603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a62a96424a1055b855bb71d8839182e9991e395c532abfe96267ec4c519eb6f1

Observation 68a4dd50-4543-4283-9a07-daa4cacfe3f4 · outbound

This paper cites Hugginggpt:Solvingaitaskswithchatgptanditsfriendsinhugging face.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Hugginggpt:Solvingaitaskswithchatgptanditsfriendsinhugging face

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.518552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:c4010252b54ea294507040bc3c44758eccc9b4d5a509a63cbac7954200b19ea1

Observation 4985ba24-9c67-4422-b8f1-5212a7cf1a77 · outbound

This paper cites Autogpt:Autonomousgpt-4experiment.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Autogpt:Autonomousgpt-4experiment

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.405098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:641b98168ed62972cffde347b56f3f6ab49108842e1ad1d58afb0441dbfaccae

Observation 3fde43b0-41d6-4bd4-badd-fb4c72442890 · outbound

This paper cites an unresolved cited work.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Unresolved cited work

Reference 96

Resolution
unresolved
raw_fallback, observed 2026-05-26T19:07:53.251544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:52dbe72af14ee38adcba9dc585ac1cb38151379e10fdfc126883e1fb6ef3e194

Observation 8b60942d-7e20-4868-a7bb-f6a3163290ad · outbound

This paper cites Nature 620, 172–180.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Nature 620, 172–180

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.509012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:d42493dc7d736548dfafed3ff3585da4b11d3ee129a62e517268dcb1cafb468f

Observation 811af996-669e-4ca9-8fa5-3ec7b921dc46 · outbound

This paper cites Practical bayesian optimization of machine learning algorithms, in: Adv.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work Practical bayesian optimization of machine learning algorithms, in: Adv

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.271162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:dd3eda91fa7a48bce35503c5cf690c41d460e6ad54f472190803274397ce8b1e

Observation 4ab81633-3f86-4959-aed4-17f7d13d0262 · outbound

This paper cites A briefmeasureforassessinggeneralizedanxietydisorder:TheGAD-.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work A briefmeasureforassessinggeneralizedanxietydisorder:TheGAD-

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T19:07:53.326109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:9c494c85ccce5b2c94df74e3027378e63e31ca3cb40bdd6fc8ce343dc9423f59

Observation 9d63b760-8374-4b1d-b0ee-684c6e864f9f · outbound

This paper cites doi:10.1001/ archinte.166.10.1092.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work doi:10.1001/ archinte.166.10.1092

Reference 100

Resolution
malformed identifier
raw_fallback, observed 2026-05-26T19:07:53.531547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:a799d40dc7e4337c0355429d5177be4c6cf2d2e119136f09dd4f859796f7d8c7

Pith citing papers

Observation 9bd002e3-9725-451e-9a8c-3bfbc2475f9c · inbound

CogEEGAgent: Toward Autonomous Cognitive EEG Analysis with Grounded Execution and Selection-Aware Verification cites this paper.

CogEEGAgent: Toward Autonomous Cognitive EEG Analysis with Grounded Execution and Selection-Aware Verification Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-31T02:42:29.843747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T02:42:29.843747Z digest=sha256:4fc80036d8a2a47a0f1d7b60a6bdb669ea83bcd0ef0ee1f92d25e5029833185b