{"id":"W2438398629","doi":"","title":"Mitral valve reconstruction: experience related to early and late mortality and reoperation.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mitral valve; Surgery; Internal medicine","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":[0.0009995031,0.0002598421,0.0001612262,0.0004936224,0.0003300564,0.000474771,0.0002793488,0.0005489141,0.001311836],"category_scores_gemma":[0.004848706,0.0001636856,0.0003126778,0.0003816831,0.0003695847,0.0003927355,0.0004203347,0.0004452753,0.0002844805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002199156,"about_ca_system_score_gemma":0.0001607045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004477696,"about_ca_topic_score_gemma":0.0007725135,"domain_scores_codex":[0.9991172,0.0002869497,0.0001391258,0.0001009351,0.0001973507,0.0001584214],"domain_scores_gemma":[0.996222,0.00132094,0.001639357,0.0001161031,0.0001914013,0.00051013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335694,0.00006974156,0.9788977,0.00006418402,0.00005867128,0.001845283,0.0004362241,0.0001038069,0.0003480108,0.00002739155,0.0004810511,0.01753436],"study_design_scores_gemma":[0.00002386142,0.0008690706,0.9272219,0.0001475741,0.0001076795,0.06704185,0.001205729,0.000422259,0.0006811598,0.00008137892,0.002174978,0.00002257282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996543,0.002594795,0.0001587319,0.0001274475,0.00001848034,0.000003199412,0.0000364341,0.000006065492,0.0005117798],"genre_scores_gemma":[0.9985111,0.001028229,0.0001316181,0.0000680306,0.00004436222,0.000003617376,0.0000783794,0.000003174541,0.0001314374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001311836,"threshold_uncertainty_score":0.005285978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301685893447831,"score_gpt":0.3072998903554363,"score_spread":0.284283031420958,"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."}}