Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:40:43.923203Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2508.05019.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:40:43.923203Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
33 of 33 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 02288cfa-c2d8-401d-80f2-ea2f6af0bae7 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Assessment of AI-Generated Pediatric Rehabilitation SOAP-Note Quality
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 91ed213b-c14c-4aaa-bb9e-ae1e19e49cf5 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Donate to support the fight against cancer
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 05e2fd1e-6420-49c2-b404-f1424eda8c29 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Intelligent Clinical Documentation: Harnessing Generative AI for Patient-Centric Clinical Note Generation
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8537c7d-79c2-4cd1-bb61-5718e63e8509 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Language models are few-shot learners
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52b39966-eb37-4554-9405-7e2e79fe8652 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7974b22-fb85-43b9-b84e-fead96685d62 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83ed01b7-b6fc-482b-8252-f8bbbcf27fd2 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Qlora: Efficient finetuning of quantized llms
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 98024032-aea0-4f5b-9861-f01d484e86ca · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes pathclip: Detection of genes and gene relations from biological pathway figures through image-text contrastive learning
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 255cd817-a2ff-4c39-92a0-1738d5c5043b · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6387e553-fbf2-4d1e-a108-9474314b1ec7 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8ae9820d-a409-4274-a5df-f5d069ef5437 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Efficient fine-tuning of large language models for automated medical documentation
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 67000baa-27f8-4161-a109-9210077b9c6a · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 020dd0c9-6376-4fcb-b3cb-f341e0f71ca7 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Improving Clinical Note Generation from Complex Doctor-Patient Conversation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c53dd416-9955-4562-abe8-16709a67ef1d · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Rouge: A package for automatic evaluation of summaries
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a8f2cf0c-c30b-4938-a349-eff092ee8ece · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Melanoma - symptoms and causes, 2023
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf839e3c-99d6-4844-a121-0f66b9d4853b · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Comprehensive cancer information
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 617f8a94-3e01-4af6-8419-4dc5d5961211 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Melanoma skin cancer - symptoms
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 912148a4-33e0-4913-9d02-6a961125c720 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Pad-ufes-20: A skin lesion dataset composed of patient data and clinical images collected from smartphones
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eca20e6c-4b65-4fcd-a6aa-79d145d5903c · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes chrf++: words helping character n-grams
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1620024d-e5ae-434b-828d-e72366cb5823 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes A Call for Clarity in Reporting BLEU Scores
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16f8a999-1f79-49c3-918a-17837c96fc11 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Generating more faithful and consistent soap notes using attribute-specific parameters
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 971b07f4-8d80-435c-925a-4659861ce9f7 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Rogers, Martin A
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3bb62cce-1d8b-4c11-bd28-225c882b18bf · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Towards an automated soap note: classifying utterances from medical conversations
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a8edbbe-04e7-4919-859a-427651ed7e8a · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Large scale sequence-to-sequence models for clinical note generation from patient-doctor conversations
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c04208f8-130a-4bad-b300-58ca5b53030a · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Large language models encode clinical knowledge
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c7e6fe82-c27d-4e33-9b3c-3b19b4f6579a · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Skin cancer diagnosis and treatment
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 608ac86f-de7f-4165-8edc-8379ef17fc54 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Clinical text summarization: adapting large language models can outperform human experts
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a566a33d-7e87-4116-92b1-b7c607d0559f · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Artificial intelligence and skin cancer
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e2913ad-6564-40d5-a763-7028b234523b · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Large language model benchmarks in medical tasks
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdf2c958-ec72-47ef-9060-17ead30c7491 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Large language models in health care: Development, applications, and challenges
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 46a9a166-0895-4d5b-989b-42d9335ef2a4 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes BERTScore: Evaluating Text Generation with BERT
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f91c8c61-0414-44d8-8365-457857c95af4 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Judging llm-as-a-judge with mt-bench and chatbot arena
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 68343c0f-d315-4ef4-bba8-ebe678ea3240 · outbound
Skin-SOAP: A Weakly Supervised Framework for Generating Structured SOAP Notes Pre-trained multimodal large language model enhances dermatological diagnosis using skingpt-4
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.