{"id":"W4404843735","doi":"10.1016/j.thromres.2024.109234","title":"Association between the simplified Pulmonary Embolism Severity Index (sPESI) score and hospitalization in emergency department patients diagnosed with pulmonary embolism","year":2024,"lang":"en","type":"letter","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Pulmonary embolism; Medicine; Emergency department; Internal medicine; Cardiology; Emergency medicine; Psychiatry","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":[0.0007122522,0.0001454538,0.0005645383,0.0004294622,0.0009078425,0.0006566785,0.000329592,0.004243299,0.002506845],"category_scores_gemma":[0.009335706,0.0001891697,0.0003568769,0.000522732,0.0003102497,0.0003777193,0.0001899859,0.002815372,0.0005774694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008092919,"about_ca_system_score_gemma":0.001278709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007893926,"about_ca_topic_score_gemma":0.01248777,"domain_scores_codex":[0.9993889,0.0002095209,0.0001094292,0.00006164388,0.0001342417,0.00009609973],"domain_scores_gemma":[0.9959365,0.002338104,0.0003614196,0.0001171933,0.0007598366,0.0004868841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007067898,0.0002994618,0.8206773,0.00008663301,0.0001184655,0.01571929,0.000332212,0.0002225137,0.0007079826,0.0007688373,0.142536,0.01782449],"study_design_scores_gemma":[0.0006086906,0.0006332605,0.9069175,0.0004180378,0.0002955821,0.03612449,0.001676442,0.00536913,0.0005184338,0.003915138,0.04342946,0.00009398261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3569645,0.003434966,0.0004951091,0.5937778,0.007197378,0.00007450149,0.00118712,0.00006423899,0.03680433],"genre_scores_gemma":[0.8392781,0.001559704,0.0007188158,0.1351655,0.01742041,0.00007081192,0.000510169,0.00001657664,0.005259952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007893926,"threshold_uncertainty_score":0.01569593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0418106908421513,"score_gpt":0.329563793071135,"score_spread":0.2877531022289837,"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."}}