{"id":"W4205832756","doi":"10.1161/circ.138.suppl_1.17051","title":"Abstract 17051: Neurocognitive Disorders on Long-Term Follow up of Congenital Heart Disease Patients Undergoing Procedures in Childhood","year":2018,"lang":"en","type":"article","venue":"Circulation","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Medicine; Neurocognitive; Autism spectrum disorder; Heart disease; Proportional hazards model; Pediatrics; Disease; Cardiac surgery; Autism; Internal medicine; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006197817,0.0002356075,0.0002900475,0.001101088,0.0005134622,0.0005188616,0.000575439,0.0003421031,0.002741066],"category_scores_gemma":[0.002661206,0.0001453076,0.0005945768,0.001685319,0.0002228445,0.0003414249,0.0004308225,0.000722543,0.000240135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845864,"about_ca_system_score_gemma":0.001922411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3053859,"about_ca_topic_score_gemma":0.3184717,"domain_scores_codex":[0.9996102,0.00005852545,0.00003678089,0.00007713919,0.0001132637,0.0001041484],"domain_scores_gemma":[0.997039,0.0003526072,0.001508659,0.0001351878,0.000550865,0.000413756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004041485,0.000008924798,0.9988475,0.000009080269,0.00002992033,0.00002219213,0.00001598352,0.00003473004,0.00001888047,0.000006782671,0.0003364383,0.0006291959],"study_design_scores_gemma":[0.000002969671,0.00001609365,0.9996827,0.00001082664,0.00001472873,0.00003620444,0.00002397842,0.00008359792,0.00001305206,0.000005108701,0.0001089823,0.000001783257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800104,0.0004978768,0.0001039139,0.0001987647,0.00001631927,0.0000237674,0.01816632,0.00001088106,0.0009716936],"genre_scores_gemma":[0.9889214,0.0002622552,0.0001252491,0.00005288349,0.00002044461,0.00002553584,0.0102203,0.000002932687,0.0003689795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3053859,"threshold_uncertainty_score":0.6072168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424621729258858,"score_gpt":0.272120742076576,"score_spread":0.2578745247839874,"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."}}