{"id":"W1985869946","doi":"10.1016/j.athoracsur.2006.01.072","title":"Short- and Long-Term Results of Triple Valve Surgery in the Modern Era","year":2006,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Surgery; Tricuspid valve; Univariate analysis; Aortic valve; Mitral valve; Regurgitation (circulation); Heart valve; Cardiology; Tricuspid Valve Insufficiency; Endocarditis; Internal medicine; Multivariate analysis","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":[0.001652899,0.0002453496,0.0007664906,0.0005714232,0.0004785474,0.0007895901,0.0002333402,0.0007680825,0.002445409],"category_scores_gemma":[0.003588404,0.00008072286,0.001029079,0.0005307098,0.0004872334,0.001010188,0.0004092024,0.0007764269,0.0003529894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004818325,"about_ca_system_score_gemma":0.0002844439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006544483,"about_ca_topic_score_gemma":0.001046199,"domain_scores_codex":[0.999333,0.0001746818,0.00008671315,0.00006759535,0.0001779717,0.0001600453],"domain_scores_gemma":[0.9967896,0.000925421,0.0009175816,0.0002104917,0.0003265069,0.0008302983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03642504,0.002333974,0.7212487,0.0005255887,0.001910388,0.003007142,0.0006991491,0.001903291,0.005771887,0.00124803,0.001827082,0.2230998],"study_design_scores_gemma":[0.0003212973,0.01087132,0.9792235,0.0001067363,0.001017133,0.003503999,0.0003226284,0.0006218184,0.0006835113,0.0007474452,0.002522912,0.00005773611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796253,0.01604717,0.0002160702,0.0004705839,0.0001415466,0.000006324962,0.0003559716,0.0000094407,0.003127608],"genre_scores_gemma":[0.9970688,0.001651357,0.00008920354,0.0001193203,0.0002852257,0.000003960707,0.0002918694,0.000003768212,0.0004865397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002445409,"threshold_uncertainty_score":0.008741438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0945664786052526,"score_gpt":0.4083889498204316,"score_spread":0.313822471215179,"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."}}