{"id":"W2766068570","doi":"10.1136/heartjnl-2017-312048","title":"A propensity score-adjusted analysis of clinical outcomes after pulmonary valve replacement in tetralogy of Fallot","year":2017,"lang":"en","type":"article","venue":"Heart","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; ICIN Netherlands Heart Institute; Fonds NutsOhra; British Heart Foundation","keywords":"Medicine; Tetralogy of Fallot; Internal medicine; Cardiology; Ejection fraction; Propensity score matching; Ventricular tachycardia; Pulmonary Valve Insufficiency; Heart failure; Stroke volume; Heart disease; Pulmonary regurgitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005113508,0.0001206689,0.001186755,0.0002282389,0.0000405445,0.000004461457,0.00007821614,0.00007310708,0.000156708],"category_scores_gemma":[0.0007549506,0.00009414863,0.0006115732,0.0001839528,0.0002931543,0.00005467832,0.0001877585,0.0001419747,0.00001299873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000246797,"about_ca_system_score_gemma":0.00009916225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008839068,"about_ca_topic_score_gemma":0.002160951,"domain_scores_codex":[0.9983888,0.00008942201,0.0007483899,0.0002975083,0.0002798343,0.0001959939],"domain_scores_gemma":[0.99861,0.000131462,0.0001109711,0.0008600742,0.0001747033,0.0001128181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001349212,0.0006077843,0.9948964,0.0001285964,0.001137898,0.00006636773,0.00009276192,3.92668e-7,0.0001022401,0.000004441949,0.0001122831,0.001501585],"study_design_scores_gemma":[0.0009169922,0.000235866,0.9968919,0.00008730243,0.001324828,0.00000445981,0.00004793882,0.0001718166,0.0000669173,0.000009444424,0.0001659908,0.00007651831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997431,0.0002044395,0.00000123436,0.0004229624,0.0001019444,0.0004730583,0.00002710064,0.00001105205,0.001327234],"genre_scores_gemma":[0.998979,0.00002493842,0.0001452664,0.0002161184,0.00002396409,0.00002727877,0.000005125577,0.00000910819,0.0005691731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001995489,"threshold_uncertainty_score":0.383927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187357232274301,"score_gpt":0.3912589412722852,"score_spread":0.2725232180448551,"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."}}