{"id":"W3124007761","doi":"","title":"Atrial Fibrillation and Early Clinical Outcomes After Mitral Valve Surgery in Patients with Rheumatic vs. Non-Rheumatic Mitral Stenosis","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Atrial fibrillation; Stenosis; Mitral valve stenosis; Mitral valve","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":[0.0005490091,0.0003246234,0.0007689994,0.0007242175,0.000544651,0.00110401,0.0003705787,0.0009937765,0.003331884],"category_scores_gemma":[0.002354593,0.0003325963,0.001320212,0.0007293327,0.0004238072,0.0009024024,0.0007388481,0.001480627,0.0004066708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931777,"about_ca_system_score_gemma":0.000357724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207112,"about_ca_topic_score_gemma":0.0036155,"domain_scores_codex":[0.9995708,0.00007800999,0.00005885106,0.00008795138,0.00005494229,0.000149484],"domain_scores_gemma":[0.998385,0.0004306267,0.0005536628,0.00006924268,0.0000814231,0.0004801313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001323789,0.0001124804,0.9967566,0.0000182247,0.0001693058,0.000184349,0.0001084036,0.00003570228,0.0002406722,0.00004168148,0.00008234255,0.000926537],"study_design_scores_gemma":[0.00006601623,0.0003339887,0.9983235,0.00001237772,0.00008539014,0.000383549,0.0004923115,0.0001132035,0.0000284384,0.0000604414,0.00009111796,0.000009612247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990174,0.0003859248,0.00001789413,0.00006079703,0.0000265654,0.000002490701,0.0001021814,8.583712e-7,0.0003859325],"genre_scores_gemma":[0.9992241,0.0001777788,0.00001443626,0.00005056065,0.00006228249,0.000003409228,0.0002407506,0.000001165317,0.0002256593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003331884,"threshold_uncertainty_score":0.01114619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409443219501283,"score_gpt":0.3028091272379698,"score_spread":0.288714695042957,"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."}}