{"id":"W4318168713","doi":"10.1017/s0954579422001316","title":"Longitudinal associations between early childhood irritability and adolescent depression symptoms in autistic children are mediated by peer relationships but not educational engagement","year":2023,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Addiction and Mental Health; University of Ottawa; Izaak Walton Killam Health Centre; Montreal Neurological Institute and Hospital; University of Toronto; Dalhousie University; McMaster University; University of Alberta; Hospital for Sick Children; University of British Columbia","funders":"NIHR Maudsley Biomedical Research Centre; Kids Brain Health Network; Alberta Innovates; King's College London; National Institute for Health and Care Research; Wellcome Trust; Sinneave Family Foundation; Autism Speaks","keywords":"Irritability; Psychology; Depression (economics); Mediation; Clinical psychology; Early childhood; Longitudinal study; Developmental psychology; Psychiatry; Anxiety; 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":[0.0005916723,0.0003119468,0.0002570976,0.0005445378,0.0003499965,0.0006058794,0.0003886863,0.0002582203,0.001854315],"category_scores_gemma":[0.00245523,0.0003166119,0.0004771955,0.0003575614,0.0002527888,0.0003110123,0.0006102718,0.0006586039,0.0001808219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004294278,"about_ca_system_score_gemma":0.0004474526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579203,"about_ca_topic_score_gemma":0.0314209,"domain_scores_codex":[0.999684,0.0001003543,0.00002608512,0.00006336948,0.00005220193,0.0000740754],"domain_scores_gemma":[0.9984603,0.0002770473,0.0007757161,0.000120065,0.0001363599,0.000230563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003547627,0.00002536857,0.9986348,0.000004409137,0.00002574491,0.00005423701,0.0001037367,0.00001443963,0.000267506,0.00001038431,0.00001987878,0.0008041568],"study_design_scores_gemma":[7.098666e-7,0.00001630813,0.9997543,0.000003456684,0.000007648187,0.00005067763,0.00007017558,0.00003606353,0.00003532394,0.00000633953,0.00001825725,7.255297e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995558,0.0001074018,0.00004936371,0.00002024525,0.000001478712,0.000003364154,0.00006762506,0.000002909764,0.0001918699],"genre_scores_gemma":[0.999507,0.00009494308,0.0001135527,0.000005255778,0.000001421083,0.000006684691,0.0001160247,0.000001362179,0.0001537893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579203,"threshold_uncertainty_score":0.03140026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0555668513117342,"score_gpt":0.3163433912234141,"score_spread":0.2607765399116799,"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."}}