{"id":"W4302045305","doi":"10.37808/jhhsa.45.1.2","title":"Specialized Inpatient Unit for Adults with Co-Morbid Mental Illness, Intellectual Disability, and Challenging Behavior","year":2022,"lang":"en","type":"article","venue":"Journal of Health and Human Services Administration","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Irritability; Challenging behaviour; Mental illness; Specialty; Polypharmacy; Psychiatry; Intellectual disability; Medicine; Lethargy; Checklist; Mental health; Psychology; Cognition; Intensive care medicine","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":[0.0001260829,0.0002496178,0.0001813339,0.0003154174,0.0009778626,0.0002391051,0.000277002,0.0002934296,0.008252624],"category_scores_gemma":[0.0008068736,0.0001469337,0.0002373217,0.0002620294,0.0002352906,0.0002461951,0.0007553016,0.0004647182,0.00079081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008005713,"about_ca_system_score_gemma":0.001197996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00408634,"about_ca_topic_score_gemma":0.02133767,"domain_scores_codex":[0.9998431,0.00002859118,0.00001760246,0.000019613,0.00002624745,0.00006473973],"domain_scores_gemma":[0.9990428,0.00007008659,0.0002110629,0.00002680341,0.00007600004,0.0005732253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006263618,0.00160038,0.8182238,0.0002964482,0.0001087077,0.0133037,0.001007075,0.0003348642,0.004753184,0.0003778888,0.02462248,0.1347451],"study_design_scores_gemma":[0.0002197975,0.002657733,0.9604239,0.000250796,0.00008234988,0.02387134,0.002090169,0.0009871892,0.001063352,0.0004392947,0.007887459,0.0000266004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905224,0.00101508,0.0005837199,0.0007152119,0.0001489763,0.0002013106,0.000309361,0.00006782712,0.006436072],"genre_scores_gemma":[0.9932685,0.0007606903,0.001751213,0.00101558,0.0002217217,0.0001399069,0.0005440947,0.000008592558,0.00228952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008252624,"threshold_uncertainty_score":0.02760774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05651955501718001,"score_gpt":0.3723961367016441,"score_spread":0.3158765816844641,"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."}}