{"id":"W3080801314","doi":"10.22541/au.159809464.46967102","title":"CHANGES IN OUTCOMES OVER TIME IN INTERMEDIATE-RISK PATIENTS TREATED FOR SEVERE AORTIC STENOSIS","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Stenosis; Perioperative; Propensity score matching; Atrial fibrillation; Tamponade; Aortic valve stenosis; Cardiology; 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":[0.0009014842,0.0001771295,0.0003703544,0.0008789594,0.0003783314,0.0008227085,0.0002421883,0.0003730715,0.001070123],"category_scores_gemma":[0.004216991,0.0001058814,0.0006616596,0.001156041,0.0002677683,0.0004449295,0.000613492,0.0006736224,0.0001445846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006820838,"about_ca_system_score_gemma":0.0005801144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002325938,"about_ca_topic_score_gemma":0.003009395,"domain_scores_codex":[0.9992256,0.0001899692,0.0001244095,0.00015607,0.0001173689,0.0001866514],"domain_scores_gemma":[0.9961272,0.0004378286,0.002302519,0.0001033016,0.0003000505,0.0007291391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000202005,0.00004757323,0.99809,0.00001072969,0.00006205371,0.00005642763,0.00007621222,0.00007165453,0.00005395414,0.0000214782,0.0000691743,0.001238667],"study_design_scores_gemma":[0.00000535336,0.000149934,0.9992316,0.000006133047,0.00002507533,0.00010361,0.0001760428,0.0001617339,0.00002906787,0.0000358023,0.00007173196,0.00000395244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993762,0.0001585813,0.00006406751,0.00005695011,0.000006891618,0.000004041972,0.0001519529,0.000001640823,0.0001796941],"genre_scores_gemma":[0.9996498,0.00003631439,0.00003247142,0.000014035,0.000008988398,0.000003663306,0.0002260428,6.17072e-7,0.00002818609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002325938,"threshold_uncertainty_score":0.004948914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794648108593763,"score_gpt":0.3224130707705555,"score_spread":0.3044665896846178,"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."}}