Pith. sign in

Paper Citation Record · LEDGER

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation

As of 9 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2607.04907.

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

pith.paper-citation-record.v1
2607.04907 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:38:20.987334Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

22 of 22 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a2a498de-374b-4d7d-a307-bef0c1e3facf · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation LLaMA: Open and Efficient Foundation Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:f9df77ce6fa5d37d26642fcc14c73d4db8b166e57999938b0f6255dc35ac438b

Observation 44fe6e1f-30c5-453b-8a45-4e7e3ab24d84 · outbound

This paper cites The Llama 3 Herd of Models.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation The Llama 3 Herd of Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:f182cb2e315e45bb0d0f587f065ce13e43541f8a878dc2734e416f59124fcba1

Observation f14c0a44-9421-411d-ad01-575f86f915bd · outbound

This paper cites Retrieval Augmented Generation for Knowledge- Intensive NLP Tasks,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Retrieval Augmented Generation for Knowledge- Intensive NLP Tasks,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:0e991512d3d23a3da9d2948e3aebe7b46552dccd90c4a504887d6926ba9e067d

Observation 13cf80a6-c56f-4ed2-9fd9-c1e21e776dbf · outbound

This paper cites Large Language Models Encode Clinical Knowledge,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Large Language Models Encode Clinical Knowledge,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:0bf9923d64c3912f91dcbd2b3561ef8d844331eee3112154eb79097202a9533b

Observation 73e213f6-46dd-46ce-8249-2f7ee0f39da9 · outbound

This paper cites Towards Expert-Level Medical Question Answering with Large Language Models.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Towards Expert-Level Medical Question Answering with Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:9021937613f5bf6e3800cf4cad1a789103ecf7d5735c331d7207c8222ded8b04

Observation 24532394-14ab-4183-ae5f-bc3a0992d95f · outbound

This paper cites LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:b907620adb5d822273ac50d77f786965c8021b219e72612c38fe517b223a521a

Observation 0c2d7da2-b6d0-4cd3-b422-43ae3a409e6a · outbound

This paper cites FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:3cfbaa086eacd870e4f6a68faed0ba42f3b5eab221ed84d4b7a197c37aeed2af

Observation 32d7cc0e-4d46-411d-8cac-515552e98f5f · outbound

This paper cites Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:e17c24e4a81d2cd92550914a816688638be8d515f33cd91ae6005ba834da6c0a

Observation 7ca1b304-10e6-4fa4-bd04-81234eba0d47 · outbound

This paper cites Benchmarking Vision -Language Models for Diagnostics in Emergency and Critical Care Settings,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Benchmarking Vision -Language Models for Diagnostics in Emergency and Critical Care Settings,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:7ce356c252ab45c451efdfac37c60d48094176401a0b76a92bf124423bcd980c

Observation 9080b0c4-bde8-477b-9a2a-410dc2df2b5d · outbound

This paper cites FHIR Release 5 Specification,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation FHIR Release 5 Specification,

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:b0ccbb3a13ecb010380c06c44c3ed8c83aead67e37bea8be9fd560d75d2b303d

Observation 0e07e663-a756-4e92-bfa3-fd0e2d2bd0ea · outbound

This paper cites Billion-scale similarity search with GPUs.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Billion-scale similarity search with GPUs

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:c4c12815f648de9fc683ca7b48c7bc6a3b188a88088745f4ccc63af5b0dacfa2

Observation 2d42fd4e-27e9-4cca-b40d-5d631a313970 · outbound

This paper cites an unresolved cited work.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:34a55f21f47265b36a89defff5f91dd082c8707c056f4c2b3565819c535e6393

Observation 78ffeab8-1587-44cf-a44c-e02e219726ff · outbound

This paper cites an unresolved cited work.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:4579e4e1f4428c7c8c0d518c6787041dce14a4be8100c60fa67e16bd81f53cb0

Observation 3015c13f-8847-4d8d-b4d2-a6a239631f8c · outbound

This paper cites A Survey on Large Language Model based Autonomous Agents.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation A Survey on Large Language Model based Autonomous Agents

Reference 14

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:d3cc45abde01d1c9b442f0e976e84d1f2e3438e5ef42fee792ed4aca0181b1a9

Observation 69c3743a-424b-47b4-874d-5d8377d1b22e · outbound

This paper cites Data Structures for Statistical Computing in Python,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Data Structures for Statistical Computing in Python,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:c06833d85e7fac2ad946d3c2e4ac41cc0ab1fb2ac8a2c9cd5c167d5a69cba59a

Observation 9f3e545b-d4e0-4602-bb81-55b977759471 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:92fd7ac3f6726902e7499ac4d7de4db4d38975aa76775d473376863aeb3b2d77

Observation 7b002c05-ea21-45b8-a132-54e864ada3d2 · outbound

This paper cites Foundation Models for Generalist Medical Artificial Intelligence,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Foundation Models for Generalist Medical Artificial Intelligence,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:196fe15c5bb4aeed49d645d8f005098448245423bcd5841af5afcb85e84dad3a

Observation 80d30e85-ff3a-463c-b745-64a42ee39449 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation ReAct: Synergizing Reasoning and Acting in Language Models,

Reference 18

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:d644326e2e1c46d90282c5aa21383467847d3c354db9cad7e3535d5d28be9faf

Observation e45f058f-9b89-46a4-ad88-501f5d1340b5 · outbound

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

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Toolformer: Language Models Can Teach Themselves to Use Tools,

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:16bc20d088d34e391e86b9ff1a42053d7cdbacb5aeec3a324fd83fdd8c7ff066

Observation 81c871ba-1289-4d55-b050-ae6088de8b71 · outbound

This paper cites HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face,

Reference 20

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:cb1b4c1284577e0a230f13cb7f929b50e6a11c602d98e4bdba780c3fa30ca7fe

Observation cafa7f6c-48ab-4652-bc75-923431d0422e · outbound

This paper cites Ethics and Governance of Artificial Intelligence for Health,.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation Ethics and Governance of Artificial Intelligence for Health,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:96fb3ab8bec75548e32b0556e353702415da74cc2188a357a0f2a17900c0c2d1

Observation 5200e208-8256-4355-8e45-00976e832edd · outbound

This paper cites MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models.

Medi-Gemma: A Hybrid Clinical Decision Support System Integrating Deterministic EMR Analytics and Retrieval-Augmented Generation MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-11T11:38:20.987334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T11:38:20.987334Z digest=sha256:84bf1f59d5b98eb3e55de3bb9b225f669e659a493855751539a053015a38f1e3

Pith citing papers

No inbound Pith citation observations are available.