{"id":"W2886143901","doi":"10.1016/j.jtcvs.2018.07.070","title":"Replicating the success of mitral valve repair in the aortic valve","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mitral valve repair; Aortic valve repair; Mitral valve; Ventricle; Aortic valve; Regurgitation (circulation); Cardiology; Surgery; Internal medicine; Mitral regurgitation; Leak; Aorta; Aortic root","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":[0.002672171,0.0002934973,0.0008064367,0.00028909,0.001310238,0.002488788,0.0008781797,0.01577207,0.003693477],"category_scores_gemma":[0.02739603,0.0001716499,0.0003752613,0.000216296,0.002451678,0.002996351,0.0008165676,0.0169136,0.001848913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124487,"about_ca_system_score_gemma":0.0007277303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007433284,"about_ca_topic_score_gemma":0.00117006,"domain_scores_codex":[0.998549,0.000613246,0.0001571999,0.0001691226,0.0003517511,0.0001595905],"domain_scores_gemma":[0.9837433,0.01257992,0.0008379242,0.0007863526,0.001147819,0.0009047269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000748398,0.0002759499,0.01854415,0.0005727284,0.0001802352,0.1319739,0.003281408,0.0005191588,0.004190508,0.04842468,0.6849,0.1063889],"study_design_scores_gemma":[0.0004621503,0.0009547634,0.01061014,0.001241757,0.0001867313,0.1177905,0.004174983,0.001810075,0.004178083,0.07486734,0.7835189,0.0002045246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01111306,0.01129339,0.0002655813,0.9459109,0.02428142,0.000006550647,0.0000386727,0.00002350425,0.00706704],"genre_scores_gemma":[0.2118671,0.01512066,0.0006608155,0.5499945,0.2136193,0.00001922026,0.00005249995,0.00004088233,0.008625018],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01577207,"threshold_uncertainty_score":0.0141319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402896953669838,"score_gpt":0.3329191128041371,"score_spread":0.3088901432674387,"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."}}