{"id":"W2170382773","doi":"10.1016/s0735-1097(00)00930-x","title":"Pulmonary valve replacement in adults late after repair of tetralogy of Fallot: are we operating too late?","year":2000,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":543,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Tetralogy of Fallot; Cardiology; Internal medicine; Pulmonary regurgitation; Pulmonary Valve Insufficiency; Ejection fraction; Heart failure; Heart disease","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":[0.001503748,0.0004943195,0.0009834999,0.0008409278,0.001284016,0.001485515,0.0006761079,0.004433157,0.001814821],"category_scores_gemma":[0.01120125,0.000292504,0.0005881209,0.0008203967,0.0006339094,0.002361606,0.0004350498,0.004548564,0.0003864079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649375,"about_ca_system_score_gemma":0.001328173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002273855,"about_ca_topic_score_gemma":0.006091918,"domain_scores_codex":[0.9990019,0.0001738869,0.0001529631,0.00008113457,0.0001814034,0.0004088187],"domain_scores_gemma":[0.9938479,0.001652522,0.001601032,0.00008474611,0.0005748431,0.002238924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001035887,0.0006143217,0.940715,0.0001907857,0.00006638542,0.008858314,0.0006377621,0.0001007931,0.0006026081,0.0002562183,0.005605075,0.04131681],"study_design_scores_gemma":[0.0002875627,0.003117332,0.9344096,0.00181037,0.0003514703,0.04096747,0.009589107,0.0006296311,0.0003708097,0.002043696,0.006303962,0.0001189681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270382,0.03202815,0.0006899964,0.03189054,0.002658704,0.00003677339,0.0002058898,0.00003142055,0.005420402],"genre_scores_gemma":[0.9783539,0.01043997,0.0005016191,0.005472942,0.004450019,0.00002050371,0.0002135978,0.0000167855,0.0005308121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004433157,"threshold_uncertainty_score":0.00795269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014562452836146,"score_gpt":0.2619278254335941,"score_spread":0.2517822009052326,"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."}}