{"id":"W4323653273","doi":"10.1080/09297049.2023.2185216","title":"Predictors of externalizing behavior outcomes following pediatric stroke","year":2023,"lang":"en","type":"article","venue":"Child Neuropsychology","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; York University","funders":"","keywords":"Pediatric stroke; Attention deficit hyperactivity disorder; Psychology; Stroke (engine); Executive functions; Executive dysfunction; Clinical psychology; Cohort; Pediatrics; Medicine; Neuropsychology; Psychiatry; Cognition; Ischemic stroke; Internal medicine","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":[0.0003722665,0.0003684892,0.0003561563,0.0007523527,0.0002973631,0.0004359627,0.0002292819,0.0002842148,0.001054232],"category_scores_gemma":[0.002267526,0.0001998025,0.000370376,0.000802999,0.0002367285,0.0003333967,0.0003979539,0.0006274431,0.0001461923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002562966,"about_ca_system_score_gemma":0.000350533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007695949,"about_ca_topic_score_gemma":0.01293573,"domain_scores_codex":[0.9996351,0.00006364656,0.00004448078,0.00005701432,0.0001056413,0.00009409508],"domain_scores_gemma":[0.9983248,0.0002087851,0.001026956,0.00004385949,0.0001525766,0.0002429843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000773794,0.00000540064,0.9995795,0.000001404128,0.000006206455,0.00005092514,0.00001964866,0.000008749708,0.00001884115,0.000001958491,0.00001804194,0.0002816305],"study_design_scores_gemma":[4.395322e-7,0.00001745862,0.9996942,0.000002027254,0.000003842363,0.0001731073,0.00005225157,0.00002287243,0.00001402706,0.000001788962,0.00001753062,5.188674e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995272,0.0001184623,0.00002343568,0.0000169808,0.000002199294,0.00000311354,0.0001212969,0.000002605655,0.0001847052],"genre_scores_gemma":[0.9991503,0.0001773564,0.00005243889,0.000008786078,0.000005089655,0.000005632101,0.0005245074,0.000001878607,0.0000739399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007695949,"threshold_uncertainty_score":0.0153023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03954088663816049,"score_gpt":0.3511739824204306,"score_spread":0.3116330957822701,"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."}}