{"id":"W4225161043","doi":"10.1101/2022.04.27.22274269","title":"CRISIS AFAR: An International Collaborative Study of the Impact of the COVID-19 Pandemic on Youth with Autism and Neurodevelopmental Conditions","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Centre for Addiction and Mental Health; Hospital for Sick Children; University of Toronto; SickKids Foundation; Holland Bloorview Kids Rehabilitation Hospital; Queen's University; McMaster University","funders":"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":"Autism; Pandemic; Autism spectrum disorder; Clinical psychology; Psychology; Population; Psychiatry; Observational study; Medicine; Coronavirus disease 2019 (COVID-19); Environmental health; 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":[0.005673616,0.0004225085,0.0004762927,0.001084264,0.001742396,0.001055569,0.0007890414,0.0006682794,0.000966066],"category_scores_gemma":[0.006732431,0.0003508158,0.000843723,0.001572939,0.0006004731,0.001285543,0.002780921,0.001294522,0.0002235014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650682,"about_ca_system_score_gemma":0.0028157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07946392,"about_ca_topic_score_gemma":0.09535754,"domain_scores_codex":[0.9981253,0.0008158405,0.0001678359,0.0002842507,0.0002020582,0.000404692],"domain_scores_gemma":[0.9965848,0.0005503453,0.001053644,0.0003906075,0.0006676752,0.0007529085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000101142,0.000151051,0.991532,0.00002183241,0.00004414603,0.00008598064,0.005036533,0.00004250071,0.00006030157,0.0000457231,0.0006229047,0.002255865],"study_design_scores_gemma":[0.00001443307,0.000162654,0.9859118,0.00002845438,0.00002504618,0.00009411645,0.01313824,0.000166917,0.00003577136,0.00003191523,0.0003815519,0.000009242965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985221,0.00005371934,0.00007585366,0.0001162957,0.000008776728,0.00008027512,0.0007861263,0.000003026464,0.0003537739],"genre_scores_gemma":[0.9982026,0.00007472491,0.0002170161,0.0000910594,0.00001006572,0.000174253,0.001072519,0.000003839672,0.0001538182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07946392,"threshold_uncertainty_score":0.1580028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08413023311821122,"score_gpt":0.3836339182112065,"score_spread":0.2995036850929952,"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."}}