{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128729,0.0001596743,0.0003895728,0.0004173047,0.00006344635,0.000006300028,0.0001258368,0.0001007969,0.0001290753],"category_scores_gemma":[0.0002386309,0.0001477324,0.0003025923,0.0004838085,0.00004431469,0.00007367728,0.00006612852,0.0003079509,0.0002080007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001017758,"about_ca_system_score_gemma":0.00001669577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004425142,"about_ca_topic_score_gemma":8.527903e-7,"domain_scores_codex":[0.9986492,0.00007689145,0.0003480621,0.0003590655,0.0002734863,0.0002932624],"domain_scores_gemma":[0.9992036,0.0001191973,0.000132474,0.0004148832,0.0000350345,0.00009480417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001923709,0.0002501416,0.9930816,0.00002221954,0.00005472591,0.000271438,0.00008090196,0.00000440766,0.005196666,0.00002092593,0.0003137931,0.0006839021],"study_design_scores_gemma":[0.001441648,0.000165999,0.9971474,0.00001097727,0.0002985809,0.0001038083,0.00008411859,0.000006232444,0.00007083563,0.000003605673,0.0005708629,0.00009593831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938867,0.0001139729,0.00003801164,0.0009920838,0.001622698,0.0003203935,0.00001409125,0.0002442165,0.002767816],"genre_scores_gemma":[0.9975117,0.00007034571,0.00003984323,0.0005216793,0.000136316,0.00002645675,0.00001744469,0.00005082269,0.001625346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00512583,"threshold_uncertainty_score":0.6024351,"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."}}