{"id":"W3089612441","doi":"10.1016/j.cjca.2020.07.080","title":"INCREASING WAIT-TIME MORTALITY FOR SEVERE AORTIC STENOSIS: A POPULATION-LEVEL STUDY OF THE TRANSITION IN PRACTICE FROM SAVR TO TAVR.","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Stenosis; Valve replacement; Cardiology; Aortic valve replacement; Internal medicine; Aortic valve stenosis; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00121271,0.0002514067,0.0004872155,0.0007134278,0.0007709702,0.001312002,0.0006727948,0.001515244,0.001917908],"category_scores_gemma":[0.006601957,0.0005052331,0.001371501,0.001852646,0.0005012211,0.001518525,0.0009470423,0.002636785,0.0003217177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009998021,"about_ca_system_score_gemma":0.001272806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0375358,"about_ca_topic_score_gemma":0.04595975,"domain_scores_codex":[0.9984327,0.0004150269,0.0001764924,0.0003871869,0.0002108214,0.0003777252],"domain_scores_gemma":[0.9957564,0.0006996829,0.001920699,0.0003089872,0.0003601505,0.0009539284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003216127,0.0001287938,0.9976533,0.00001898859,0.0002501535,0.00006190825,0.0002202609,0.0000481522,0.00006652797,0.00004633323,0.0002475043,0.0009364409],"study_design_scores_gemma":[0.00002403576,0.0001987501,0.9987404,0.00001167712,0.00007780341,0.0001019022,0.0004504273,0.0001958686,0.000009995267,0.00004563409,0.000132506,0.00001114438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981709,0.0004626423,0.0000879708,0.0002228349,0.00001669438,0.00001180911,0.0005415733,0.00000609755,0.0004795324],"genre_scores_gemma":[0.999315,0.00009100366,0.00005570104,0.00008491207,0.0000176669,0.00001181302,0.0003398873,0.000002569807,0.00008153028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0375358,"threshold_uncertainty_score":0.07463461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959274488381259,"score_gpt":0.3307319840627314,"score_spread":0.2911392391789188,"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."}}