Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:09:11.698213Z
Paper Citation Record · LEDGER
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models
As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2506.03321.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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
Reference resolution
46 of 46 outbound references displayed
- verified exact0
- verified fuzzy44
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5c21bc64-19d7-4f75-a2b4-719434440030 · outbound
This paper cites Its significance lies not only in its vast scope but also in its ability to organize and provide efficient access to this wealth of information.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Its significance lies not only in its vast scope but also in its ability to organize and provide efficient access to this wealth of information
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:21.873349Z
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 37d0256b-a4a5-45bc-bce3-d64f1e3d46af · outbound
This paper cites Clinical Trials.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Clinical Trials
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:21.548645Z
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 0b03c340-0bcf-47d6-b93e-615abd116f90 · outbound
This paper cites Journal Article.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Journal Article
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:21.266132Z
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 9059c13d-673f-454f-a613-d542339e0675 · outbound
This paper cites Preprint.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Preprint
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:20.972481Z
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 5c25a3fa-0e19-47d7-bd48-afb295d8a7da · outbound
This paper cites Journal Article.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Journal Article
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:20.705406Z
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 4e2d6a8c-07b6-4d31-ba4d-ff2c55f7eb22 · outbound
This paper cites Journal Article.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Journal Article
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:20.457646Z
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 69dd0f5d-7d40-4ac4-ae7a-9a6d61c36529 · outbound
This paper cites Journal Article.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Journal Article
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:20.252234Z
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 6920a162-fa5d-4564-a1e3-c60df14fac83 · outbound
This paper cites an unresolved cited work.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:09:20.064209Z
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 5a4d387a-bacc-427f-9189-fdc1380c401a · outbound
This paper cites Publication Characteristics (Publication Types) with Scope Notes,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Publication Characteristics (Publication Types) with Scope Notes,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:19.817974Z
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 7c3d26ee-aa30-4c50-b551-e28ab9549bc5 · outbound
This paper cites The road from manual to automatic semantic indexing of biomedical literature: a 10 years journey.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models The road from manual to automatic semantic indexing of biomedical literature: a 10 years journey.,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:18.150213Z
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 9cff8146-c606-4ed7-a9f7-95712e51cee8 · outbound
This paper cites MEDLINE/PubMed Data Element (Field) Descriptions.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models MEDLINE/PubMed Data Element (Field) Descriptions.,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:19.381961Z
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 5b372092-2a2a-4755-896b-d1e03cc0b087 · outbound
This paper cites Evaluation of publication type tagging as a strategy to screen randomized controlled trial articles in preparing systematic reviews,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Evaluation of publication type tagging as a strategy to screen randomized controlled trial articles in preparing systematic reviews,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:19.127478Z
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 6c894d29-1cd2-42da-8c07-a593013b2fb6 · outbound
This paper cites Testing a filtering strategy for systematic reviews: evaluating work savings and recall.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Testing a filtering strategy for systematic reviews: evaluating work savings and recall.,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:18.926712Z
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 86a61264-f3a3-4d80-8e7c-666d3d5f9a01 · outbound
This paper cites Articles on Complementary Medicine in the Mainstream Medical Literature: An Investigation of MEDLINE, 1966 through 1996.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Articles on Complementary Medicine in the Mainstream Medical Literature: An Investigation of MEDLINE, 1966 through 1996.,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:18.798080Z
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 3df67d75-892d-4896-ba0f-eedc4b3c5e9f · outbound
This paper cites The NLM Indexing Initiative's Medical Text Indexer,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models The NLM Indexing Initiative's Medical Text Indexer,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:18.636145Z
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 9d54bcb8-07e5-457c-b41c-262dcf496973 · outbound
This paper cites The NLM Medical Text Indexer System for Indexing Biomedical Literature,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models The NLM Medical Text Indexer System for Indexing Biomedical Literature,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:18.506976Z
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 f7d34a00-0f91-4ed3-8cfa-7d7e03fc64f2 · outbound
This paper cites NLM Technical Bulletin,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models NLM Technical Bulletin,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:18.389725Z
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 edda528c-9098-4ce8-b135-f2b0378b7c38 · outbound
This paper cites Automated Indexing using MRT's Medical Text Indexer (MTI) compared to human indexing in Medline: a pilot study.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Automated Indexing using MRT's Medical Text Indexer (MTI) compared to human indexing in Medline: a pilot study.,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:18.279853Z
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 d571378d-9a91-4a1a-aea5-689bb4a4337c · outbound
This paper cites Performance Comparison of Transformer- Based Models on Twitter Health Mention Classification,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Performance Comparison of Transformer- Based Models on Twitter Health Mention Classification,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:16.927827Z
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 7573254f-04a1-41cd-9211-5577bf0cbaa2 · outbound
This paper cites Manual Versus machine: How accurately Does the Medical Text Indexer (MTI) Classify Different Document Type into Disease Areas?,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Manual Versus machine: How accurately Does the Medical Text Indexer (MTI) Classify Different Document Type into Disease Areas?,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:17.994021Z
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 40984bbd-eb86-49f3-bc19-f75529bbe8a1 · outbound
This paper cites Bat4RCT: A suite of benchmark data and baseline methods for text classification of randomized controlled trials,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Bat4RCT: A suite of benchmark data and baseline methods for text classification of randomized controlled trials,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:17.858663Z
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 0702eea2-16ca-4c0c-b82e-2bfdd34682aa · outbound
This paper cites Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach.,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:17.712745Z
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 a40fb69f-5da0-401c-a583-cd796669764f · outbound
This paper cites Extending PubMed searches to ClinicalTrials.gov through a machine learning approach for systematic reviews,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Extending PubMed searches to ClinicalTrials.gov through a machine learning approach for systematic reviews,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:17.604028Z
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 ef0cc7ba-ea35-4818-bec9-bbeed37ea582 · outbound
This paper cites Automated confidence ranked classification of randomized controlled trial articles: an aid to evidence-based medicine,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Automated confidence ranked classification of randomized controlled trial articles: an aid to evidence-based medicine,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:17.439350Z
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 4aaed4ab-037b-4757-a9a9-4873751eaa2e · outbound
This paper cites srBERT: automatic article classification model for systematic review using BERT,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models srBERT: automatic article classification model for systematic review using BERT,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:17.305141Z
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 3f4d433a-7612-4b38-8a1e-b84aa859004c · outbound
This paper cites Transformers: State-of-the-Art Natural Language Processing,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Transformers: State-of-the-Art Natural Language Processing,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:17.199583Z
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 2ebd7469-da39-4339-bc70-a5f3ab597d56 · outbound
This paper cites Balancing Methods for Multi- label Text Classification with Long-Tailed Class Distribution,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Balancing Methods for Multi- label Text Classification with Long-Tailed Class Distribution,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:17.064435Z
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 26e7faad-6fe1-4684-892e-bc5f333a64a1 · outbound
This paper cites Comparison of Pretraining Models and Strategies for Health-Related Social Media Text Classification.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Comparison of Pretraining Models and Strategies for Health-Related Social Media Text Classification.,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:13.449842Z
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 177d5eac-6003-4c09-b3a3-1a8b46e7d908 · outbound
This paper cites The influence of preprocessing on text classification using a bag-of-words representation,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models The influence of preprocessing on text classification using a bag-of-words representation,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:14.643450Z
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 7e93a35c-ed9e-4fd4-a45c-9fe4a05571c0 · outbound
This paper cites A scoping review of preprocessing methods for unstructured text data to assess data quality,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models A scoping review of preprocessing methods for unstructured text data to assess data quality,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:14.464875Z
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 f33648c5-d2ea-4d09-945f-ec0fec344591 · outbound
This paper cites A systematic map of medical data preprocessing in knowledge discovery,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models A systematic map of medical data preprocessing in knowledge discovery,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:14.315588Z
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 af07d499-d3cd-400b-b2f5-3de077b1499e · outbound
This paper cites Towards Transfer Learning Techniques-BERT, DistilBERT, BERTimbau, and DistilBERTimbau for Automatic Text Classification from Different Languages: A Case Study.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Towards Transfer Learning Techniques-BERT, DistilBERT, BERTimbau, and DistilBERTimbau for Automatic Text Classification from Different Languages: A Case Study.,
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:14.187020Z
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 51f0166b-b40a-4cb7-8087-43eb82995d27 · outbound
This paper cites Natural language processing analysis applied to COVID-19 open-text opinions using a distilBERT model for sentiment categorization.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Natural language processing analysis applied to COVID-19 open-text opinions using a distilBERT model for sentiment categorization.,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:14.005811Z
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 dfb337ed-05b2-4253-8c4b-d480ca842a61 · outbound
This paper cites Authorship identification using ensemble learning.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Authorship identification using ensemble learning.,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:13.881294Z
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 974ac019-676c-4113-a774-90bda5b0fba2 · outbound
This paper cites "Identifying Potential Lyme Disease Cases Using Self-Reported Worldwide Tweets: Deep Learning Modeling Approach Enhanced With Sentimental Words Through Emojis.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models "Identifying Potential Lyme Disease Cases Using Self-Reported Worldwide Tweets: Deep Learning Modeling Approach Enhanced With Sentimental Words Through Emojis.,
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:13.745702Z
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 2b282086-7818-408a-9cd6-6d3a71125aa2 · outbound
This paper cites When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification.,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:13.571522Z
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 d3259b1b-281b-46b4-8d6f-76daf87549d5 · outbound
This paper cites Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Integer Quantization for Deep Learning Inference: Principles and Empirical Evaluation
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:09:11.698213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eccf375b-930b-486d-a47e-f3625b66290f · outbound
This paper cites Indexing Manual of the National Library of Medicine, Chapter 17.6, Publication Type Combinations.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Indexing Manual of the National Library of Medicine, Chapter 17.6, Publication Type Combinations.,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:13.269566Z
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 4a99ca1b-8583-4069-b89d-768d961a51ae · outbound
This paper cites Automated Indexing FAQs,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Automated Indexing FAQs,
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:12.982752Z
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 f14483eb-5f02-434a-8944-9d3edd43d7c6 · outbound
This paper cites On the Stratification of Multi-label Data.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models On the Stratification of Multi-label Data.,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:12.867599Z
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 7b302a97-8a09-4317-9865-72b517d8dd11 · outbound
This paper cites A Network Perspective on Stratification of Multi-Label Data.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models A Network Perspective on Stratification of Multi-Label Data.,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:12.716700Z
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 103173f8-1456-4b45-a8a1-38dc56505c26 · outbound
This paper cites Stratified Sampling for Extreme Multi-Label Data.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Stratified Sampling for Extreme Multi-Label Data.,
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:12.536976Z
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 5c34a64c-d33c-4d0f-b443-af511991b42b · outbound
This paper cites Learning from imbalanced data.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Learning from imbalanced data.,
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:12.301820Z
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 a18e6132-f344-4140-a35d-fe5727702383 · outbound
This paper cites The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets.,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets.,
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:12.123343Z
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 ed19a61b-eefb-45c5-b17f-727825f7af87 · outbound
This paper cites NIH HPC Systems,.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models NIH HPC Systems,
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:11.987711Z
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 1b917990-c551-4d52-b2e2-5d51bd64e9a8 · outbound
This paper cites Available: https://www.nlm.nih.gov/mesh/pubtypes.html.
Enhancing Automatic PT Tagging for MEDLINE Citations Using Transformer-Based Models Available: https://www.nlm.nih.gov/mesh/pubtypes.html
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:09:19.574963Z
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.
Pith citing papers
No inbound Pith citation observations are available.