{"id":"W1553644833","doi":"10.1002/9781444309768.ch60","title":"Antithrombotic Therapy after Heart Valve Replacement","year":2009,"lang":"en","type":"other","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Antithrombotic; Natural history; Medicine; Perspective (graphical); Cardiology; Incidence (geometry); Internal medicine; Intensive care medicine; Computer science; Artificial intelligence","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":[0.000854809,0.0004632152,0.0005629071,0.003117411,0.0004855431,0.001490257,0.0005385038,0.0007827821,0.0114141],"category_scores_gemma":[0.001880082,0.000142788,0.0003733565,0.004110562,0.0008591605,0.001647249,0.0006852539,0.002116789,0.00470865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009886548,"about_ca_system_score_gemma":0.001214282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723643,"about_ca_topic_score_gemma":0.002304288,"domain_scores_codex":[0.9995254,0.00008492193,0.000127855,0.00007236219,0.000155862,0.00003358024],"domain_scores_gemma":[0.9992218,0.0003682756,0.0001197772,0.000037159,0.0002144649,0.00003855584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009089396,0.000099267,0.001588607,0.003460647,0.00002137108,0.0004714204,0.0004125514,0.0002578371,0.0009706356,0.0654607,0.2347084,0.6924577],"study_design_scores_gemma":[0.000006646559,0.00003782607,0.003476016,0.001709039,0.00001380933,0.001352613,0.00009047068,0.00004004013,0.0002413573,0.005415746,0.9876056,0.00001087049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001960927,0.7470649,0.003811973,0.01631908,0.02336936,0.00008182935,0.001450566,0.0001030435,0.2058384],"genre_scores_gemma":[0.009603371,0.8691244,0.005935542,0.006128162,0.02270781,0.00007575347,0.001601945,0.00008332873,0.08473966],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0114141,"threshold_uncertainty_score":0.03818399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124149145363589,"score_gpt":0.336163173037649,"score_spread":0.3237482585012901,"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."}}