{"id":"W2415046701","doi":"","title":"Echocardiographic measurements alone do not provide accurate non-invasive selection of annuloplasty band size for robotic mitral valve repair.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mitral regurgitation; Ventricular outflow tract; Cardiology; Mitral valve; Internal medicine; 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":[0.0009819129,0.0004662262,0.0004979795,0.0005414194,0.0001017051,0.0005172732,0.0002192181,0.0004400973,0.001141671],"category_scores_gemma":[0.006077827,0.0001279713,0.0001326221,0.0002418433,0.0002674389,0.0005628926,0.0002239942,0.000412754,0.000674852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000720627,"about_ca_system_score_gemma":0.00008328833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070638,"about_ca_topic_score_gemma":0.0002710471,"domain_scores_codex":[0.9995891,0.0001425932,0.00007483548,0.00006784837,0.0001003877,0.00002527258],"domain_scores_gemma":[0.9959587,0.002306712,0.0009969844,0.0002072595,0.0002441587,0.0002861837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000477349,0.00007744545,0.9175833,0.0001420426,0.00005651911,0.0004657974,0.000101311,0.0002840384,0.01510215,0.0000801823,0.0006398323,0.0649901],"study_design_scores_gemma":[0.00004125111,0.0007856693,0.9801593,0.00009536536,0.0000686946,0.008187884,0.0003135414,0.002993557,0.005665951,0.0001508874,0.001515882,0.00002201448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847397,0.00371977,0.007217777,0.0001915463,0.0001193034,0.00002521843,0.000249853,0.00009425016,0.00364259],"genre_scores_gemma":[0.9947836,0.0006570203,0.004009201,0.0001075587,0.00009645081,0.00001971886,0.0001692163,0.00001435313,0.0001429371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001141671,"threshold_uncertainty_score":0.005192935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321879700794243,"score_gpt":0.2706416777357256,"score_spread":0.2474228807277832,"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."}}