{"id":"W2094677167","doi":"10.1067/mje.2002.121534","title":"Intraoperative transesophageal echocardiography accurately predicts mitral valve anatomy and suitability for repair","year":2002,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Mitral valve repair; Mitral regurgitation; Cardiology; Calcification; Mitral valve; Internal medicine; Mitral annulus; Surgery; Diastole","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":[0.0006463351,0.000495344,0.0005547297,0.0006395031,0.0002333736,0.0006174934,0.0002094687,0.0006703704,0.0009431739],"category_scores_gemma":[0.006697408,0.0002344074,0.0003535324,0.0002457244,0.0003435352,0.0008606141,0.0002211444,0.0007320564,0.0003223062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009031948,"about_ca_system_score_gemma":0.000249137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00027335,"about_ca_topic_score_gemma":0.0007639031,"domain_scores_codex":[0.9997422,0.00006814794,0.00005476531,0.00003064067,0.00006027982,0.00004390309],"domain_scores_gemma":[0.995195,0.002489827,0.0008363354,0.0002969865,0.0004199798,0.0007618371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000589263,0.00006156156,0.9887003,0.00001752331,0.00005168415,0.001168295,0.00004813515,0.0001650714,0.002759436,0.00003119598,0.0002178928,0.006189656],"study_design_scores_gemma":[0.00006629883,0.00108838,0.9705371,0.00004679524,0.0002356061,0.018027,0.0003855566,0.005536873,0.002977767,0.0003033583,0.0007662083,0.00002906381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965971,0.0005345409,0.0007761383,0.0001924623,0.0001020926,0.000009794255,0.00005445154,0.00001784743,0.001715597],"genre_scores_gemma":[0.9989281,0.0002043421,0.0005292892,0.00003378831,0.0001021789,0.000003704109,0.00009188611,0.000005600686,0.0001011251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009431739,"threshold_uncertainty_score":0.003418207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356181882001956,"score_gpt":0.3265985073040808,"score_spread":0.3030366884840612,"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."}}