{"id":"W2885836800","doi":"10.1161/circulationaha.113.007477","title":"Predictors of Poor Outcomes After Transcatheter Aortic Valve Replacement","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve; Valve replacement; Aortic valve replacement; 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":[0.002150188,0.0004139125,0.0003416535,0.0004675999,0.0003127261,0.0007585316,0.0003943459,0.0004726384,0.001210847],"category_scores_gemma":[0.007272648,0.0001780929,0.0006224372,0.0004017952,0.0004088425,0.0003541493,0.0006863922,0.001082688,0.0001435711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003131163,"about_ca_system_score_gemma":0.0004457248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276065,"about_ca_topic_score_gemma":0.001596186,"domain_scores_codex":[0.9992058,0.0003503752,0.000088609,0.0001238674,0.0001061803,0.000125272],"domain_scores_gemma":[0.9944929,0.001888684,0.002099117,0.0003081819,0.0003331344,0.0008780591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270249,0.00003161865,0.9988796,0.000003747475,0.00005199395,0.00002882737,0.00002024213,0.0002545141,0.00003828802,0.0000106778,0.00004207178,0.0005114377],"study_design_scores_gemma":[0.00002058595,0.0002211086,0.9944702,0.000008621671,0.00006845937,0.0001845954,0.00008394115,0.004630038,0.00009904268,0.0001318085,0.00007515543,0.00000642128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995466,0.00007406254,0.0001479313,0.00006065684,0.000004519973,0.000004032015,0.00007417868,0.000002861298,0.00008524936],"genre_scores_gemma":[0.9997765,0.00001466936,0.00005425508,0.000008857218,0.000005784967,0.000002809303,0.0001105951,7.314101e-7,0.00002577073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002150188,"threshold_uncertainty_score":0.01137143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047553558017604,"score_gpt":0.2918922625313434,"score_spread":0.2814167269511674,"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."}}