{"id":"W2162614108","doi":"10.1161/01.cir.0000042760.92490.13","title":"Alfieri Mitral Valve Repair","year":2002,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; General hospital; Mitral valve; Cardiac surgery; Mitral valve repair; University hospital; Internal medicine; Cardiology; General surgery","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":[0.0003108917,0.0005082379,0.000763636,0.0007077955,0.001264329,0.0004976874,0.0003061538,0.0009200138,0.01259222],"category_scores_gemma":[0.001098784,0.0001263101,0.0006855113,0.0002962363,0.0004169672,0.0004254818,0.0004302535,0.002059939,0.004772762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151841,"about_ca_system_score_gemma":0.0005053568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003998158,"about_ca_topic_score_gemma":0.0009329279,"domain_scores_codex":[0.9998397,0.000017205,0.0000188628,0.0000302622,0.00003993338,0.0000540363],"domain_scores_gemma":[0.9996823,0.00008187493,0.00003495986,0.00004918963,0.00002514475,0.0001265576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003417618,0.001129774,0.02912013,0.0008695661,0.0005074232,0.08036564,0.0003454725,0.0004496457,0.01412018,0.02170293,0.1191105,0.7288612],"study_design_scores_gemma":[0.001503145,0.002256672,0.0646166,0.0006849376,0.000634598,0.3593116,0.0002261998,0.0009313991,0.009075631,0.01396493,0.5466925,0.0001017688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2842524,0.1149563,0.01171606,0.09595595,0.02319832,0.0002228061,0.001066979,0.00191888,0.4667124],"genre_scores_gemma":[0.7318127,0.03902646,0.00839843,0.01831956,0.03566726,0.000107165,0.001153403,0.0002242946,0.1652907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01259222,"threshold_uncertainty_score":0.04212517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603051151552575,"score_gpt":0.3104749232496956,"score_spread":0.2844444117341698,"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."}}