{"id":"W4382501577","doi":"10.1017/s0033291723001599","title":"A longitudinal comparison of emotional, behavioral and attention problems in autistic and typically developing children","year":2023,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta; University of Ottawa; Izaak Walton Killam Health Centre; University of British Columbia; McMaster University; Dalhousie University; University of Toronto; Centre for Addiction and Mental Health","funders":"Alberta Innovates; Canadian Institutes of Health Research; National Institute for Health and Care Research; Department of Health and Social Care; NIHR Maudsley Biomedical Research Centre; Kids Brain Health Network; South London and Maudsley NHS Foundation Trust; Medical Research Council; Sinneave Family Foundation; Autism Speaks","keywords":"Autism; Psychology; Mental health; Cohort; Child Behavior Checklist; Population; CBCL; Developmental psychology; Child development; Cohort study; Clinical psychology; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007341477,0.0002455787,0.0002404,0.001203797,0.0006337735,0.000622262,0.0003656817,0.0004384257,0.0008647145],"category_scores_gemma":[0.002017736,0.0002983416,0.0003688385,0.0007493508,0.0002885817,0.0004232652,0.0006835626,0.0008119708,0.0002523149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005886245,"about_ca_system_score_gemma":0.0005108903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02198401,"about_ca_topic_score_gemma":0.02232394,"domain_scores_codex":[0.9996812,0.00006614928,0.00002894697,0.00007156769,0.00006952048,0.00008259194],"domain_scores_gemma":[0.9986427,0.0001823402,0.0005187388,0.00006962519,0.000258541,0.0003280067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006599328,0.00004685157,0.9986542,0.00000321435,0.00001821552,0.00006584442,0.0002246841,0.00001482884,0.000156496,0.000007149883,0.00004726629,0.0006952296],"study_design_scores_gemma":[0.000001810219,0.0000736061,0.9994759,0.000002055966,0.000005978632,0.0001244244,0.0002114284,0.00002300132,0.00002397872,0.0000041143,0.00005213539,0.000001403451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999642,0.00003166101,0.00001441137,0.00001010869,0.000001055157,0.000003202553,0.000207924,0.000001628052,0.00008794072],"genre_scores_gemma":[0.9988688,0.00005669674,0.00008886002,0.00001016925,0.000001806354,0.00001847673,0.0007824318,0.000001837765,0.0001709879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198401,"threshold_uncertainty_score":0.04371208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874825288368329,"score_gpt":0.4462688076381757,"score_spread":0.2587862788013428,"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."}}