{"id":"W2161198759","doi":"10.1177/0840470415581240","title":"Identifying mental health symptoms in children and youth in residential and in-patient care settings","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Harm; Mental health; Mental health service; Medicine; Psychiatry; Health care; Residential care; Service (business); Suicide prevention; Psychology; Poison control; Gerontology; Medical emergency; Social psychology","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":[0.001210983,0.00049678,0.001133069,0.002175004,0.000213499,0.0007956707,0.0004860357,0.0004694446,0.0009659418],"category_scores_gemma":[0.003842916,0.0001444873,0.001040732,0.002422242,0.0002822945,0.0006258908,0.0005809446,0.0006989297,0.0001464399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459996,"about_ca_system_score_gemma":0.001632378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0062805,"about_ca_topic_score_gemma":0.01603039,"domain_scores_codex":[0.9993617,0.0001721611,0.0001588811,0.00009490592,0.0001758791,0.0000364515],"domain_scores_gemma":[0.9985918,0.0008131173,0.0002754317,0.00003516556,0.0002437891,0.00004056628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001008412,0.00005148481,0.009853935,0.06987584,0.0007196254,0.000131689,0.0003803794,0.0001018656,0.0003352751,0.0004795463,0.004163882,0.9138057],"study_design_scores_gemma":[0.0001537732,0.0008744492,0.3183058,0.2384507,0.009577112,0.0073383,0.004886781,0.0003186978,0.001814465,0.002052169,0.4160905,0.0001372924],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001362963,0.9979402,0.00005260033,0.00008400332,0.00003890586,0.00001097091,0.00006938107,0.00000224634,0.0004386836],"genre_scores_gemma":[0.01486841,0.9842911,0.0003680449,0.0001485509,0.00003432112,0.00002809437,0.0001217295,0.000001476395,0.0001382334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0062805,"threshold_uncertainty_score":0.01248789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206942354087597,"score_gpt":0.4043886635365132,"score_spread":0.3623192399956373,"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."}}