{"id":"W4399713578","doi":"10.1016/j.cjca.2024.06.009","title":"Outcomes After Pediatric Pulmonary Valve Replacement in Patients With Tetralogy of Fallot","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Centre hospitalier universitaire de Québec; Montreal Children's Hospital; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine; McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke","funders":"HEC Montréal; Fonds de recherche du Québec; Centre hospitalier universitaire Sainte-Justine; Centre Hospitalier Universitaire de Québec; Fondation de la recherche en santé du Nouveau-Brunswick; Fonds de Recherche du Québec - Santé; Université du Québec à Chicoutimi; Fonds de recherche du Québec – Nature et technologies; Clinical Trials Fund, Canadian Institutes of Health Research; Canadian Institutes of Health Research; Institut de la statistique du Québec","keywords":"Medicine; Tetralogy of Fallot; Hazard ratio; Internal medicine; Retrospective cohort study; Cardiology; Pediatrics; Confidence interval; Heart disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009755823,0.0003263701,0.0006266401,0.0009993636,0.001028785,0.001399952,0.000581247,0.001029098,0.00146091],"category_scores_gemma":[0.006324563,0.0002277771,0.001302863,0.001366972,0.0006043619,0.001238698,0.001107832,0.001660976,0.0001763063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665526,"about_ca_system_score_gemma":0.001601686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0232248,"about_ca_topic_score_gemma":0.02720936,"domain_scores_codex":[0.9985844,0.0002503447,0.0001591396,0.000169072,0.0002519221,0.0005851506],"domain_scores_gemma":[0.9962992,0.0006663168,0.001541822,0.0001139653,0.0004018674,0.000976727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000120634,0.00006693038,0.9975206,0.00002210138,0.0000918597,0.0002628269,0.0001652633,0.00004275549,0.0000263615,0.00008951049,0.0002990597,0.00129194],"study_design_scores_gemma":[0.00001215403,0.0002260226,0.997793,0.00004062384,0.00005774996,0.0005233178,0.0009674754,0.00005401762,0.00002092122,0.00006210704,0.0002338668,0.000008671284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996281,0.001510045,0.00002799295,0.0004295918,0.00004972246,0.000006453335,0.000625885,0.000001932984,0.001067314],"genre_scores_gemma":[0.9982498,0.0006114536,0.00002805657,0.00009611322,0.00005151827,0.000007890869,0.00082646,0.00000153474,0.0001270581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0232248,"threshold_uncertainty_score":0.04617923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008635255090973471,"score_gpt":0.2374376456146472,"score_spread":0.2288023905236738,"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."}}