{"id":"W3134367224","doi":"10.1007/s10803-021-04949-2","title":"Trajectories of Symptom Severity in Children with Autism: Variability and Turning Points through the Transition to School","year":2021,"lang":"en","type":"article","venue":"Journal of Autism and Developmental Disorders","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Hospital for Sick Children; University of British Columbia; McGill University; Simon Fraser University; Izaak Walton Killam Health Centre; SickKids Foundation; University of Toronto; Dalhousie University; University of Alberta; McMaster University","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Innovates - Health Solutions; Children's Hospital Foundation; Stollery Children’s Hospital Foundation; Sinneave Family Foundation; Kids Brain Health Network; Hamilton Health Sciences; Autism Speaks","keywords":"Autism; Psychology; Cohort; Cluster (spacecraft); Developmental psychology; Trajectory; Cognition; Multivariate statistics; Clinical psychology; Psychiatry; Medicine; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004266562,0.0001573732,0.0002766549,0.0001022809,0.0001941542,0.00006848499,0.0001666634,0.00005619247,0.00007362843],"category_scores_gemma":[0.0002717426,0.0001134965,0.00003828101,0.0005661345,0.0002744757,0.000490799,0.0001031543,0.0003731052,0.000001352546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007588248,"about_ca_system_score_gemma":0.0003657368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001138988,"about_ca_topic_score_gemma":0.0001609765,"domain_scores_codex":[0.9983095,0.0002676379,0.0004130782,0.0002840791,0.0004572248,0.0002685029],"domain_scores_gemma":[0.9994379,0.0001949505,0.000132569,0.0001046502,0.00001415354,0.0001157832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007250223,0.000733358,0.9109052,0.0001392351,0.0001460184,0.00007759916,0.0408362,0.0001796561,0.02054062,0.01478661,0.0001065446,0.01082387],"study_design_scores_gemma":[0.001201294,0.0001542706,0.9717525,0.00009388055,0.0000136699,0.0005591118,0.001315736,0.00002851279,0.004968779,0.01970069,0.00005931356,0.000152224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882398,0.0001734431,0.001230591,0.009640246,0.00004346404,0.0002666282,0.0000144788,0.000007832953,0.0003835043],"genre_scores_gemma":[0.9968846,0.0004525035,0.002301634,0.0003222626,0.000005411559,0.000005124243,0.00000156902,0.00001223731,0.00001464605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06084725,"threshold_uncertainty_score":0.4628252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009668173641607028,"score_gpt":0.2491488739234257,"score_spread":0.2394807002818187,"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."}}