Paper Citation Record · LEDGER

CARE: Confidence-Aware Reasoning for Reliable Medical VQA

As of 19 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2608.10964.

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

pith.paper-citation-record.v1
2608.10964 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:21:40.299889Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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 fuzzy5
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f9d0aca-fa94-4512-aa56-95c6b643243c · outbound

This paper cites Qwen2.5-VL Technical Report.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.199233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e9dfbe-d739-445d-b787-d01d636450d3 · outbound

This paper cites SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.205071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf3f5d5b-ad2b-4cbb-8272-ede00ac14e13 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.210067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdbeeb6f-2f42-4763-8baf-090cf525534a · outbound

This paper cites an unresolved cited work.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.215272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31414444-949a-428e-b244-9b972e491a66 · outbound

This paper cites In: proceedings of Medical Image Computing and Computer Assisted Intervention – MICCAI 2025.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA In: proceedings of Medical Image Computing and Computer Assisted Intervention – MICCAI 2025

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:21:41.259711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b7a82c9-ae25-4b25-9229-9553470e14a6 · outbound

This paper cites In: International Conference on Machine Learning.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA In: International Conference on Machine Learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:21:41.242798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation faa94b1e-c4a3-4fa8-a923-33b08c2e0811 · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.229745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa8ebabe-2ffe-4908-93b2-98b561c0c2f2 · outbound

This paper cites an unresolved cited work.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.234703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58f57bac-53ad-4f5e-a649-aafdddcdaccb · outbound

This paper cites org/abs/2503.13939.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA org/abs/2503.13939

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.238938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b631feb-3e94-4ec5-a739-f5dd2e8d5a5c · outbound

This paper cites Tulu 3: Pushing Frontiers in Open Language Model Post-Training.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.243395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c4d3cb-3cdb-4e2d-8b61-d503644bb170 · outbound

This paper cites Scientific Data5(180251) (2018).

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Scientific Data5(180251) (2018)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:21:41.226622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2ed2327a-f2db-49aa-8ac7-c1b3c0a7ec4e · outbound

This paper cites In: Advances in Neural Information Processing Systems.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA In: Advances in Neural Information Processing Systems

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:21:41.211127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3f44aecb-5ff2-4f08-93f2-e5358f414fc4 · outbound

This paper cites From System 1 to System 2: A Survey of Reasoning Large Language Models.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA From System 1 to System 2: A Survey of Reasoning Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.257321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ddfefe5-9f45-44d8-80e5-3c3ce381aa4e · outbound

This paper cites In: IEEE 18th International Symposium on Biomedical Imaging.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA In: IEEE 18th International Symposium on Biomedical Imaging

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T13:21:41.194918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 54119eec-9c91-4f19-bf27-8721087309ed · outbound

This paper cites MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.266481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcebf8f6-534c-4590-b634-d5e808271414 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.271016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a57e6491-1601-4361-814c-1ffa316f00f0 · outbound

This paper cites an unresolved cited work.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.275667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a28e8ed5-6266-4ef1-9faa-af0c2c00d730 · outbound

This paper cites an unresolved cited work.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.280154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b2820ba-6aad-4c35-a8a6-3911f39f059e · outbound

This paper cites Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.284595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e044ebba-bf2a-40b4-8c3f-3ae1fe444e5b · outbound

This paper cites Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.289944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c28ffe78-7f53-467e-94b9-cd62804d457d · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.294953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56d7d044-3b7f-41b6-b9ab-13c5745059ad · outbound

This paper cites Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models.

CARE: Confidence-Aware Reasoning for Reliable Medical VQA Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T13:21:40.299889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.