{"id":"W4310462233","doi":"10.1001/jamasurg.2022.5800","title":"Prothrombin Complex Concentrate and Cardiac Surgery","year":2022,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; General surgery; 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":[0.0003752645,0.0006578818,0.0004849961,0.00105039,0.002639056,0.001484391,0.0004604806,0.007390889,0.0268257],"category_scores_gemma":[0.005066828,0.0003355586,0.000745312,0.0008311322,0.0007721029,0.001631329,0.0005539752,0.006516764,0.008835935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763289,"about_ca_system_score_gemma":0.001656968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002858086,"about_ca_topic_score_gemma":0.005394434,"domain_scores_codex":[0.9992773,0.0001476788,0.00008156158,0.00008753668,0.0002529586,0.0001528725],"domain_scores_gemma":[0.9989483,0.0004540852,0.00009623937,0.00003335995,0.000134141,0.0003339976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001366101,0.0003294206,0.01421322,0.0001360437,0.00003812081,0.1505159,0.0002491542,0.0003201356,0.0005081635,0.003194414,0.7971001,0.03325863],"study_design_scores_gemma":[0.0002989915,0.0003133863,0.03185501,0.001337354,0.00006523988,0.4151019,0.0008599277,0.001754408,0.0007135057,0.01492193,0.5327077,0.00007061086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02012729,0.00906362,0.0005705493,0.65585,0.02305689,0.0001450783,0.0002116568,0.0002066334,0.2907684],"genre_scores_gemma":[0.2570232,0.01983786,0.001861913,0.3960608,0.1233772,0.0002220363,0.0003828567,0.0001959581,0.2010382],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0268257,"threshold_uncertainty_score":0.08974087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04830158687429795,"score_gpt":0.2621128664259854,"score_spread":0.2138112795516875,"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."}}