{"id":"W4318000069","doi":"10.17918/nairmentalhealth2021","title":"National Autism Indicators Report: Mental Health","year":2021,"lang":"en","type":"report","venue":"","topic":"Family and Disability Support Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Health Resources and Services Administration; National Institutes of Health; National Institute of Mental Health; U.S. Department of Health and Human Services","keywords":"Mental health; Psychological intervention; Autism; Mental health care; Health care; Psychology; Nursing; Psychiatry; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00297206,0.000885275,0.0005678074,0.005643278,0.0006697643,0.0008208695,0.001415507,0.0005794885,0.01086454],"category_scores_gemma":[0.00859448,0.0004058025,0.0007457272,0.004762085,0.0002143812,0.001064656,0.001881135,0.001595387,0.006126981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399148,"about_ca_system_score_gemma":0.006769835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1213644,"about_ca_topic_score_gemma":0.1450672,"domain_scores_codex":[0.9974785,0.0002548095,0.0003250168,0.00009908643,0.001519594,0.0003229913],"domain_scores_gemma":[0.9921061,0.0005938313,0.0009574555,0.0001977212,0.005539085,0.0006058277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001018214,0.0001732801,0.07639052,0.0006833347,0.0000532966,0.0000816039,0.0002461253,0.0002654709,0.0001113562,0.001640682,0.8907348,0.02951774],"study_design_scores_gemma":[0.0001333761,0.00009308954,0.663812,0.0007262165,0.00007145166,0.0002852435,0.0008275308,0.0003776096,0.00033361,0.0006551957,0.3326437,0.00004099326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.01603571,0.0014822,0.0007365459,0.003488333,0.0008705538,0.001804575,0.8967509,0.0006134512,0.07821768],"genre_scores_gemma":[0.03758596,0.003130316,0.005581774,0.001409813,0.0002335611,0.006828895,0.9131222,0.0001621052,0.03194548],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1213644,"threshold_uncertainty_score":0.241316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135397116748895,"score_gpt":0.4760334540937052,"score_spread":0.3624937424188157,"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."}}