{"id":"W2547805525","doi":"10.1161/circinterventions.116.003605","title":"Direct Transcatheter Heart Valve Implantation Versus Implantation With Balloon Predilatation","year":2016,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Montreal Heart Institute","funders":"","keywords":"Medicine; Propensity score matching; Cardiology; Internal medicine; Valve replacement; Stroke (engine); Left bundle branch block; Aortic valve; Regurgitation (circulation); Balloon; Prosthesis; Surgery; Heart failure; 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":[0.001049643,0.0002013068,0.0003705726,0.0002961214,0.00009786777,0.0004297067,0.0002765979,0.0002387852,0.001650312],"category_scores_gemma":[0.003767946,0.00008898007,0.0005717528,0.0003117379,0.000313912,0.0001673699,0.000361287,0.0002319056,0.0001702809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932887,"about_ca_system_score_gemma":0.0002893718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002116746,"about_ca_topic_score_gemma":0.0003889715,"domain_scores_codex":[0.9993187,0.0002261676,0.0001039097,0.0001694471,0.0001196537,0.00006221287],"domain_scores_gemma":[0.9977177,0.0009961645,0.0008253998,0.0001769154,0.00008629627,0.0001974179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.01500155,0.0004506086,0.8511785,0.001034162,0.001512638,0.0006624872,0.0003307509,0.000575347,0.004891403,0.0009827031,0.0004759085,0.122904],"study_design_scores_gemma":[0.002287827,0.01239073,0.9669877,0.0003032996,0.001440213,0.008384273,0.000292781,0.001649014,0.002427979,0.001223423,0.002587165,0.00002554903],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956971,0.002431914,0.0006803001,0.00007784177,0.0000260107,0.00002583936,0.00009530809,0.000004553998,0.0009611888],"genre_scores_gemma":[0.9986627,0.0007200093,0.00035078,0.00003831981,0.0000266382,0.00002440154,0.0001015896,0.000001741155,0.00007378662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001650312,"threshold_uncertainty_score":0.0055511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155328497793967,"score_gpt":0.3256023126707242,"score_spread":0.2940490276927845,"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."}}