{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002229402,0.0002116465,0.0003911775,0.0002025895,0.000137474,0.00004315194,0.0000443327,0.00008530603,0.0001478104],"category_scores_gemma":[0.00004387715,0.0001517197,0.008646548,0.0002267728,0.00004787891,0.0003507797,0.00001030856,0.00005632552,0.0001252257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216799,"about_ca_system_score_gemma":0.00005838562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004618982,"about_ca_topic_score_gemma":0.00001161005,"domain_scores_codex":[0.9983212,0.0001298906,0.0003519439,0.0004397322,0.0005234593,0.0002337986],"domain_scores_gemma":[0.9989355,0.00007871535,0.00009305753,0.0004793277,0.0002623126,0.0001510555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005779289,0.001988853,0.6614271,0.001509432,0.1329531,0.00008676529,0.0009669687,0.004063329,0.009676464,0.001406754,0.000754993,0.179387],"study_design_scores_gemma":[0.008795299,0.0003527312,0.9769422,0.0005875932,0.01121188,0.0001474984,0.00007412559,0.00002671811,0.0007670897,0.00004813405,0.0008127618,0.0002339973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174587,0.002540016,0.07501144,0.0001905624,0.0006176484,0.001352274,0.0003108357,0.0002508971,0.002267677],"genre_scores_gemma":[0.998287,0.00009161235,0.000292861,0.00002649403,0.0001557524,0.0002072375,0.0008077964,0.00004219163,0.00008903365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3155151,"threshold_uncertainty_score":0.8720275,"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."}}