{"id":"W1973241413","doi":"10.1016/j.jcin.2014.01.167","title":"Futility, Benefit, and Transcatheter Aortic Valve Replacement","year":2014,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Heart, Lung, and Blood Institute; Roche Diagnostics; BG Medicine; National Center for Advancing Translational Sciences; American College of Cardiology Foundation","keywords":"Valve replacement; Medicine; Quality of life (healthcare); Stenosis; Intensive care medicine; Aortic valve stenosis; Population; Nursing; Cardiology; Environmental health","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":[0.00146737,0.0006860936,0.002546998,0.001862284,0.0002598201,0.001178744,0.0007500641,0.001501097,0.004539343],"category_scores_gemma":[0.003969062,0.000275744,0.001591013,0.001868773,0.0005207905,0.000938923,0.0006103509,0.001698827,0.0003248181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007621984,"about_ca_system_score_gemma":0.001307677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001886277,"about_ca_topic_score_gemma":0.004993407,"domain_scores_codex":[0.9994519,0.0001818722,0.000109342,0.00005667268,0.0001663612,0.00003384661],"domain_scores_gemma":[0.997638,0.001900216,0.0003200125,0.00001601855,0.00009173944,0.00003410932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004197817,0.00009844552,0.001112784,0.1039375,0.00281598,0.0001800156,0.00007462782,0.0005764523,0.0003343005,0.004821529,0.01877063,0.8668579],"study_design_scores_gemma":[0.00114563,0.0008360053,0.01903789,0.1589255,0.01747094,0.003144031,0.0005525574,0.001052833,0.0005893698,0.02332059,0.773753,0.0001716536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008515819,0.9995875,0.00001475894,0.0001364037,0.00002754181,0.000001365462,0.000006702587,5.531084e-7,0.0001401017],"genre_scores_gemma":[0.001518502,0.9981211,0.00005234457,0.0001278206,0.0001047435,0.000003838735,0.0000108002,2.591241e-7,0.0000606534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004539343,"threshold_uncertainty_score":0.01518559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05299649374106327,"score_gpt":0.393122827637912,"score_spread":0.3401263338968487,"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."}}