{"id":"W2410961808","doi":"","title":"Outcomes after aortic and mitral valve replacement surgery in Canada: 1994/95 to 1999/2000.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Aortic valve replacement; Concomitant; Logistic regression; Mitral valve replacement; Coronary artery bypass surgery; Cardiology; Mortality rate; Bypass grafting; Comorbidity; Coronary artery disease; Internal medicine; Mitral valve; Emergency medicine; Artery; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006800966,0.000598838,0.0004573103,0.002554274,0.001585583,0.001403868,0.001564883,0.0006016091,0.001462534],"category_scores_gemma":[0.002207165,0.0003448762,0.000578825,0.005608308,0.000459157,0.0004962001,0.000950078,0.0008568579,0.0002347711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0359575,"about_ca_system_score_gemma":0.02904332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947026,"about_ca_topic_score_gemma":0.9942655,"domain_scores_codex":[0.9991748,0.00002873663,0.00007881885,0.0001244879,0.0003230568,0.0002700817],"domain_scores_gemma":[0.9970719,0.00006812848,0.0008383827,0.00005837405,0.001311726,0.0006514838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002150103,0.00006028149,0.988322,0.0001133401,0.0001472664,0.0001648118,0.0003561598,0.0003056472,0.0001258575,0.00008889353,0.005260943,0.004839913],"study_design_scores_gemma":[0.000008801364,0.00001175871,0.9983146,0.00002825721,0.00003296682,0.00006171306,0.0002566657,0.0002221419,0.00005160599,0.000009417358,0.0009954614,0.000006518096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8832402,0.002849959,0.0001977704,0.001045419,0.00006343739,0.0001228737,0.1083391,0.00006140693,0.004079905],"genre_scores_gemma":[0.95399,0.001658928,0.0003100777,0.0002675467,0.00002455984,0.00005507502,0.0419783,0.0000131676,0.001702354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0359575,"threshold_uncertainty_score":0.2608911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256171967359752,"score_gpt":0.2529967136547371,"score_spread":0.2404349939811396,"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."}}