{"id":"W4405042683","doi":"10.1182/blood-2024-203216","title":"Characterizing Diagnostic Investigations for Suspected Pulmonary Embolism in Postpartum Individuals","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of Calgary","funders":"","keywords":"Pulmonary embolism; Medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02056851,0.0007673421,0.003008272,0.004756538,0.0003451135,0.001647158,0.001394419,0.001076444,0.001367251],"category_scores_gemma":[0.07263166,0.0005202137,0.00912559,0.005100737,0.0005220302,0.001074478,0.0009881986,0.0008833345,0.0001296228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008133616,"about_ca_system_score_gemma":0.001494262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131572,"about_ca_topic_score_gemma":0.003377853,"domain_scores_codex":[0.9795924,0.009439776,0.006499096,0.00231197,0.001808358,0.0003483815],"domain_scores_gemma":[0.9102327,0.06371414,0.02060793,0.002782042,0.002353178,0.0003100215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006467295,0.00009244207,0.5916485,0.1196737,0.2126549,0.0003582858,0.0004960993,0.001514858,0.0005424274,0.0006420697,0.002843708,0.06306572],"study_design_scores_gemma":[0.001844596,0.001250489,0.5060462,0.04287916,0.4240023,0.00241979,0.000547975,0.002027767,0.001107726,0.002613382,0.01512303,0.0001374626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.172742,0.8082395,0.004820893,0.001628981,0.0003601503,0.0006959944,0.009583588,0.0000512388,0.001877616],"genre_scores_gemma":[0.9268432,0.06122888,0.005525262,0.001402774,0.0002832742,0.000903504,0.003612367,0.00002987833,0.0001708837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02056851,"threshold_uncertainty_score":0.1087779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884307530920307,"score_gpt":0.2716653576879705,"score_spread":0.2528222823787674,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}