{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0006421949,0.0006437306,0.00357841,0.0002996024,0.0001391204,0.00008504523,0.0001458101,0.0002990262,0.0003022682],"category_scores_gemma":[0.00006385716,0.0005210096,0.1147038,0.0002284738,0.00008845706,0.00006156008,0.0001543169,0.0003490587,0.0002292239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400966,"about_ca_system_score_gemma":0.00008691255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005991543,"about_ca_topic_score_gemma":0.000003634062,"domain_scores_codex":[0.9967535,0.0002757948,0.001016454,0.0009571671,0.0005796413,0.000417439],"domain_scores_gemma":[0.9974046,0.00006806624,0.0002049863,0.001814367,0.0001312343,0.0003766965],"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":[0.00001526018,0.0003781864,0.000306917,0.03833259,0.09474362,0.000007827254,0.00002191198,6.837841e-7,7.786288e-9,0.00005720008,0.0003100231,0.8658258],"study_design_scores_gemma":[0.001318243,0.0002583469,0.003416351,0.0224787,0.1475473,0.0002406465,0.00001807775,0.000002335914,1.161959e-7,0.00005884941,0.8242691,0.0003919328],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002084268,0.9947541,0.0006535199,0.00001721549,0.000504729,0.002234065,0.0002948147,0.0001049048,0.00122823],"genre_scores_gemma":[0.003244929,0.9936181,0.00009035537,0.00003265089,0.0003201031,0.0008219696,0.0008592703,0.0001199354,0.0008927312],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8654338,"threshold_uncertainty_score":0.9997241,"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."}}