{"id":"W2903587409","doi":"10.1016/j.jcin.2018.10.030","title":"Individual Operator Experience and Outcomes in Transcatheter Aortic Valve Replacement","year":2018,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"U.S. Food and Drug Administration","keywords":"Medicine; Confidence interval; Odds ratio; Valve replacement; Myocardial infarction; Cardiology; Stroke (engine); Internal medicine; Surgery; Stenosis","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":[0.001461845,0.0002009622,0.0003420261,0.0007949027,0.0004681261,0.001103628,0.0003706423,0.0007818073,0.003355724],"category_scores_gemma":[0.009032913,0.0002261157,0.00083432,0.0008241036,0.0005149367,0.0007899891,0.000706551,0.0008719932,0.0004285402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003612057,"about_ca_system_score_gemma":0.0004946556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281271,"about_ca_topic_score_gemma":0.004169757,"domain_scores_codex":[0.9987582,0.0002970195,0.0001456767,0.0002089227,0.0002388748,0.0003512649],"domain_scores_gemma":[0.9900552,0.003828335,0.002935304,0.0004810851,0.0005506144,0.002149516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003385395,0.0001461772,0.9933382,0.00001801586,0.0001747709,0.0002078183,0.0003891771,0.0001767661,0.0002560854,0.00005536906,0.0002107603,0.004688296],"study_design_scores_gemma":[0.000009534192,0.0002986291,0.9976063,0.00001671554,0.00006481439,0.0004280469,0.0008534414,0.0002887798,0.00006105052,0.000151729,0.0001994528,0.00002150248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984676,0.0003370511,0.0001246019,0.00007336332,0.00002040613,0.000004121443,0.0001053773,0.000003353932,0.000864144],"genre_scores_gemma":[0.9993729,0.0001457562,0.00005710683,0.00004727541,0.00003022869,0.000002936689,0.0001466241,0.000004454907,0.0001927466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003355724,"threshold_uncertainty_score":0.011226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275215408571936,"score_gpt":0.364284805321908,"score_spread":0.3315326512361887,"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."}}