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Parent(s): 78243f4
Update README.md
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README.md
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- medical
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size_categories:
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- 100K<n<1M
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- medical
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size_categories:
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- 100K<n<1M
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---
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Meta data for PMC-Patients that might facilitate reproduction or usage of our dataset, consisting of the following files (most of which can be derived from our main files above).
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## PMIDs.json
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PMIDs of articles from which PMC-Patients are extracted.
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List of string, length 140,897.
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## train_PMIDs.json & dev_PMIDs.json & test_PMIDs.json
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PMIDs of articles in training / dev / test split.
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List of string.
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## train_patient_uids.json & dev_patient_uids.json & test_patient_uids.json
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Patient_uids of notes in training / dev / test split.
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List of string.
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## patient2article_relevance.json
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Full patient-to-article dataset.
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A dict where the keys are `patient_uid` of queries and each entry is a list of `PMID`, representing articles relevant to the query.
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The 3-point relevance can be obtained by checking whether the `PMID` is in `PMIDs.json`.
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## patient2patient_similarity.json
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Full patient-to-patient similarity dataset.
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A dict where the keys are `patient_uid` of queries and each entry is a list of `patient_uid`, representing similar patients to the query.
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The 3-point similarity can be obtained by checking whether the similar patient share the `PMID` (the string before '-' in `patient_uid`) with the query patient.
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## PMID2Mesh.json
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Dict of PMIDs to MeSH terms of the article.
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## MeSH_Humans_patient_uids.json
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`patient_uid` of the patients in PMC-Patients-Humans (extracted from articles with "Humans" MeSH term).
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List of string.
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## PMC-Patients_citations.json
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Citations for all articles we used to collect our dataset.
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A dict where the keys are `patient_uid` and each entry is the citation of the source article.
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## human_PMIDs.json
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PMIDs of the 500 randomly sampled articles for human evaluation.
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List of string.
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## PMC-Patients_human_eval.json
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Expert annotation results of the 500 articles in `human_PMIDs.json`, including manually annotated patient note, demographics, and relations of the top 5 retrieved articles / patients.
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List of dict, and the keys are almost identical to `PMC-Patients.json`, with the exception of `human_patient_id` and `human_patient_uid`.
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The relational annotations are different from automatic ones. They are strings indicating on which dimension(s) are the patient-article / patient-patient pair relevant / similar.
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"0", "1", "2", and "3" represent "Irrelevant", "Diagnosis", "Test", "Treatment" in ReCDS-PAR, and represent "Dissimilar", "Features", "Outcomes", "Exposure" in ReCDS-PPR.
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Note that a pair can be relevant / similar on multiple dimensions at the same time.
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## PAR_PMIDs.json
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PMIDs of the 11.7M articles used as PAR corpus.
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List of string.
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