{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002765309,0.0001872407,0.0005133928,0.0001596841,0.00009164048,0.0000540371,0.0000764836,0.00006144716,0.0002888156],"category_scores_gemma":[0.00006424784,0.0001566736,0.009072931,0.0001638662,0.0001182543,0.0001183562,0.00007473295,0.00009705693,0.00006108486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000078841,"about_ca_system_score_gemma":0.00003003998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271245,"about_ca_topic_score_gemma":0.00001435045,"domain_scores_codex":[0.9984964,0.00009088228,0.0003625241,0.0004186968,0.0003744909,0.0002570786],"domain_scores_gemma":[0.9991023,0.00001640897,0.00003411976,0.000596609,0.00008527735,0.0001653157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007335406,0.000713543,0.9684799,0.0001204024,0.01689386,0.00001304727,0.001536049,0.000002552461,0.00001898688,0.0000577008,0.0001203146,0.01197026],"study_design_scores_gemma":[0.003061224,0.0003632717,0.9905536,0.0002555847,0.003799737,0.00003335081,0.0005311682,0.000009783979,0.0001441016,0.00002583879,0.001064647,0.0001576991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929046,0.005051613,0.0004222629,0.00009063852,0.0002668209,0.0006598945,0.00005440175,0.00004168577,0.000508072],"genre_scores_gemma":[0.9988529,0.0001028993,0.0002264428,0.0001399481,0.00008248549,0.0002955023,0.00003905535,0.00002368327,0.0002370631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02207366,"threshold_uncertainty_score":0.9150293,"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."}}