{"id":"W4220682811","doi":"10.1093/ejcts/ezac194","title":"Coaptation length predicts early- and intermediate-term durability following degenerative mitral repair","year":2022,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Mitral regurgitation; Medicine; Confidence interval; Cardiology; Internal medicine; Mitral valve; Surgery; Mitral valve repair; Cohort","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":[0.001154721,0.0002770709,0.0002772868,0.0004625048,0.0002282606,0.0005956384,0.0003436427,0.000547686,0.001490715],"category_scores_gemma":[0.005346668,0.0001430209,0.0004708365,0.0003447342,0.0003178913,0.0004123338,0.0004986295,0.000447802,0.0002621461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970437,"about_ca_system_score_gemma":0.0001563703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004914913,"about_ca_topic_score_gemma":0.000644872,"domain_scores_codex":[0.9994739,0.000130448,0.00009446192,0.0001309916,0.00007840912,0.00009182905],"domain_scores_gemma":[0.9934883,0.001264259,0.003883134,0.0002990822,0.0002266031,0.0008385907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002462645,0.00002268136,0.9984437,0.000006249199,0.00003689069,0.0000378398,0.00001536039,0.00003671787,0.0001020712,0.000005003404,0.00001758875,0.001029582],"study_design_scores_gemma":[0.000007749347,0.0001533131,0.9992055,0.000003712675,0.000018763,0.0002850771,0.00003129523,0.0002018593,0.0000505561,0.0000129249,0.00002680826,0.000002471022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995771,0.0002132182,0.00005946174,0.00002044637,0.000003988154,0.000001335976,0.00004476485,0.000001453355,0.00007825957],"genre_scores_gemma":[0.9998106,0.00002991898,0.00003550985,0.000004101107,0.00000735566,0.000001197662,0.00006574669,6.037801e-7,0.00004485275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001490715,"threshold_uncertainty_score":0.006106794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466433785211446,"score_gpt":0.3100535006238065,"score_spread":0.285389162771692,"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."}}