{"id":"W4320856189","doi":"10.1186/s13229-022-00536-z","title":"CRISIS AFAR: an international collaborative study of the impact of the COVID-19 pandemic on mental health and service access in youth with autism and neurodevelopmental conditions","year":2023,"lang":"en","type":"article","venue":"Molecular Autism","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Centre for Addiction and Mental Health; McMaster University; Queen's University; Hospital for Sick Children; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"National Cancer Institute; Canadian Institutes of Health Research; Child Mind Institute; University of Toronto; Ministero della Salute; Hospital for Sick Children; National Institute of Mental Health; Ontario Brain Institute","keywords":"Mental health; Pandemic; Autism; Medicine; Autism spectrum disorder; Psychiatry; Population; Clinical psychology; Environmental health; Coronavirus disease 2019 (COVID-19); Disease","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":[0.007918533,0.0004832254,0.0006001044,0.001242026,0.002104361,0.001370322,0.000989018,0.001017402,0.0008564102],"category_scores_gemma":[0.007125695,0.0004745538,0.0009094731,0.001823796,0.0008609102,0.00179812,0.003837752,0.001884197,0.0002576888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302026,"about_ca_system_score_gemma":0.004058243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1039342,"about_ca_topic_score_gemma":0.1181429,"domain_scores_codex":[0.9975285,0.001135583,0.000213826,0.0003532557,0.0002214169,0.0005474677],"domain_scores_gemma":[0.9958016,0.0006639819,0.001172502,0.0005481192,0.0007872962,0.001026456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002006169,0.0003455672,0.9836071,0.00004361803,0.00008082045,0.0001814741,0.01020185,0.00007176895,0.00009704264,0.0000932902,0.001225656,0.00385116],"study_design_scores_gemma":[0.00002629899,0.0002252999,0.9798288,0.00003767422,0.00003668888,0.000159469,0.01868158,0.0001849288,0.00003633926,0.00004589474,0.0007222206,0.00001487349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975417,0.0001028864,0.0001448383,0.0002471865,0.00001539071,0.0001646984,0.001228829,0.000005988651,0.0005485816],"genre_scores_gemma":[0.9963191,0.0001379527,0.0005239747,0.0002747144,0.00002244765,0.0004546447,0.00202447,0.000008648854,0.0002340467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1039342,"threshold_uncertainty_score":0.2066585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06380458015831772,"score_gpt":0.4007140294871158,"score_spread":0.3369094493287981,"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."}}