{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004289826,0.0001078392,0.0002077642,0.00009555531,0.00122564,0.00008921276,0.0001374856,0.00001930628,0.0001319172],"category_scores_gemma":[0.00001648557,0.00009415499,0.00002730416,0.0001017513,0.0001159153,0.0002253234,0.00006325754,0.0002325198,3.074298e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009417974,"about_ca_system_score_gemma":0.0001985451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005790515,"about_ca_topic_score_gemma":0.0004257029,"domain_scores_codex":[0.9984846,0.0001842271,0.0004485744,0.0002097263,0.000442291,0.0002306074],"domain_scores_gemma":[0.9992073,0.0001120691,0.0003956931,0.00008507651,0.000021389,0.0001784555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.04435479,0.01313063,0.2493766,0.01100853,0.0001262731,0.0002300447,0.4723406,0.00006674878,0.01188141,0.09923342,0.0005519656,0.09769896],"study_design_scores_gemma":[0.05103477,0.2229834,0.2861575,0.001481389,0.0002113897,0.005440838,0.3228358,0.005266644,0.01873805,0.01083261,0.0721991,0.002818503],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954438,0.0002084718,0.00002160629,0.003398666,0.00006706156,0.0007465908,0.00004224116,0.000009112597,0.00006245184],"genre_scores_gemma":[0.9993485,0.0001699497,0.0000415936,0.0002748899,0.0000626273,0.00004920493,0.00002630651,0.00001325141,0.00001371774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098528,"threshold_uncertainty_score":0.9426758,"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."}}