{"id":"W4413583890","doi":"10.1016/j.jacc.2025.06.051","title":"Prevalence and Predictors of Neurocognitive Dysfunction in Adults With Congenital Heart Disease","year":2025,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"National Heart, Lung, and Blood Institute; University of Pittsburgh; Baylor College of Medicine; Children's Hospital of Philadelphia; University of Michigan; Children's Hospital of Wisconsin; Texas Children's Hospital; Medical College of Wisconsin; Indiana University","keywords":"Medicine; Neurocognitive; Disease; Heart disease; Cardiology; Internal medicine; Pediatrics; Psychiatry; Cognition","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":[0.0005514959,0.0002561993,0.000305151,0.001152,0.0005047002,0.0008080729,0.0003000102,0.0006505378,0.001461148],"category_scores_gemma":[0.003233838,0.0002527073,0.0004553751,0.001086045,0.0003468273,0.0006099522,0.0006280458,0.0008588572,0.0001639019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203181,"about_ca_system_score_gemma":0.0004033131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01277195,"about_ca_topic_score_gemma":0.01324663,"domain_scores_codex":[0.9995197,0.0001028488,0.00008432368,0.00008028164,0.00009608015,0.0001167631],"domain_scores_gemma":[0.998347,0.0003036201,0.0007227939,0.00006630437,0.0001882506,0.0003720053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000016877,0.00002021516,0.9996075,0.000002069327,0.00001190714,0.00002478984,0.00002209808,0.000006694231,0.00002520798,0.000005213195,0.00002526704,0.0002322792],"study_design_scores_gemma":[0.000001019206,0.00002387454,0.9996735,0.00000272126,0.000005266574,0.000107426,0.0001195105,0.00003053676,0.00000738517,0.000005195982,0.00002245959,0.000001085312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988253,0.0003119824,0.0000202642,0.00005902472,0.000007589762,0.000003701203,0.0002412964,0.000001875072,0.0005289222],"genre_scores_gemma":[0.999511,0.0001438434,0.00002194587,0.00002382824,0.00001287376,0.000003543083,0.0002088251,6.66479e-7,0.00007339896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01277195,"threshold_uncertainty_score":0.02539521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0055843114900059,"score_gpt":0.2434139534305123,"score_spread":0.2378296419405064,"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."}}