{"id":"W1976882826","doi":"10.1007/s00246-012-0450-1","title":"A Predictive Model for Neurodevelopmental Outcome After the Norwood Procedure","year":2012,"lang":"en","type":"article","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"National Center for Advancing Translational Sciences; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Medicine; Norwood procedure; Bayley Scales of Infant Development; Pediatrics; Cardiac surgery; Psychomotor learning; Population; Neurodevelopmental disorder; Hypoplastic left heart syndrome; Neonatal intensive care unit; Internal medicine; Heart disease; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001698462,0.0001666953,0.0003539301,0.00006771272,0.0001055729,0.000003987886,0.00006224298,0.00008116935,0.00001092239],"category_scores_gemma":[0.0002281147,0.0001091506,0.0002310128,0.0001269966,0.00007494357,0.00005995171,0.0001235333,0.0001539318,0.00004387712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006211115,"about_ca_system_score_gemma":0.0001323968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001342882,"about_ca_topic_score_gemma":0.000001796319,"domain_scores_codex":[0.9989047,0.00003089512,0.000224993,0.000228714,0.0001420474,0.0004686697],"domain_scores_gemma":[0.9993775,0.000137784,0.00003234603,0.0002027141,0.0001000148,0.0001496353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006190652,0.00004337144,0.9934036,0.000102761,0.0001369117,0.000007686051,0.0009854549,0.00001471072,0.000006589181,0.000009884028,0.004295152,0.0003748813],"study_design_scores_gemma":[0.0009636959,0.0001322387,0.993626,0.000001391956,0.001269104,0.000240723,0.0001713213,0.002317176,0.000002077619,0.00006164697,0.001065159,0.0001494924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913149,0.003429426,0.001407511,0.0007035702,0.0005313674,0.00129605,0.0001613783,0.00007512211,0.001080696],"genre_scores_gemma":[0.9949254,0.00006186892,0.0002885345,0.0007405059,0.002162884,0.001126111,0.00001445842,0.00002609714,0.0006541471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003610514,"threshold_uncertainty_score":0.4451034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241741894678797,"score_gpt":0.2863152770172364,"score_spread":0.2621410875493567,"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."}}