{"id":"W4387823017","doi":"10.1038/s41562-023-01718-2","title":"Mental health challenges faced by autistic people","year":2023,"lang":"en","type":"review","venue":"Nature Human Behaviour","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; Centre for Addiction and Mental Health","funders":"Department of Psychiatry, University of Toronto","keywords":"Mental health; Psychology; Autism; Cognition; Psychological resilience; Intervention (counseling); Developmental psychology; Experiential knowledge; Psychotherapist; Psychiatry","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004951964,0.0008205968,0.00201602,0.0005513327,0.0008420629,0.0001684018,0.001662144,0.001171735,0.0004198262],"category_scores_gemma":[0.0001892656,0.0007437328,0.0005068129,0.0008917165,0.0001486972,0.000111842,0.000630455,0.004554829,0.00138126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006938552,"about_ca_system_score_gemma":0.0004742242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001213537,"about_ca_topic_score_gemma":0.0007207054,"domain_scores_codex":[0.9939895,0.0007800335,0.0007943715,0.00171353,0.001415362,0.001307248],"domain_scores_gemma":[0.9979216,0.000209018,0.0005256208,0.001013294,0.00001128032,0.0003191631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001120177,0.001278022,0.00002638852,0.03594048,0.000102851,0.0003319139,0.002237556,7.749386e-8,0.00005329476,0.08717569,0.2547671,0.6180754],"study_design_scores_gemma":[0.0003168658,0.000210272,0.0001422743,0.003369373,0.00009777663,0.0000895196,0.00003761041,9.88706e-7,0.000007914057,0.0004924283,0.9944802,0.0007548096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002768341,0.990483,0.000001176735,0.00318694,0.0006777378,0.00247782,0.001666326,0.0006483871,0.0008309491],"genre_scores_gemma":[0.001003625,0.9874874,0.000007455379,0.0001525484,0.0001091031,0.0003344954,0.0006798077,0.0003145678,0.00991099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.739713,"threshold_uncertainty_score":0.9995013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337799362814413,"score_gpt":0.4444520476890619,"score_spread":0.3106721114076205,"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."}}