{"id":"W2181800463","doi":"10.1016/j.gmhc.2015.10.002","title":"Managing disruptive behaviours exhibited by older adults with mental health, addictions and neurocognitive conditions in Alberta: A mixed methods approach","year":2015,"lang":"en","type":"article","venue":"Geriatric Mental Health Care","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Mental health; Psychology; Neurocognitive; Continuum of care; Health care; Nursing; Addiction; Applied psychology; Public relations; Gerontology; Medicine; Cognition; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004822022,0.0002220939,0.0003466256,0.0002397628,0.001179021,0.00005560583,0.0001139891,0.00008658722,0.00002274578],"category_scores_gemma":[0.0000261232,0.0002169242,0.00004646391,0.0009139965,0.0001832826,0.0002837128,0.00005943023,0.0002687376,0.000003586533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008165656,"about_ca_system_score_gemma":0.0006272132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05276715,"about_ca_topic_score_gemma":0.03943996,"domain_scores_codex":[0.9969015,0.001130429,0.0003616988,0.0005418214,0.0003866507,0.0006779676],"domain_scores_gemma":[0.9987992,0.0001325152,0.0002049982,0.000127936,0.00009077757,0.000644556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002970026,0.0004892668,0.005244319,0.0001435304,0.00004186912,0.000006847064,0.8967847,0.000002119177,0.000003946865,0.0001662878,0.03107624,0.06574394],"study_design_scores_gemma":[0.006960245,0.001277783,0.0113049,0.0006907709,0.000055274,0.00004046803,0.9727688,0.00009479363,0.00004324445,0.00007420774,0.006077741,0.0006117845],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418885,0.01872576,0.0008288231,0.02052871,0.001138042,0.007944193,0.002160402,0.0002308932,0.006554652],"genre_scores_gemma":[0.9903113,0.001882449,0.003308136,0.001585898,0.000107138,0.0004017681,0.002122513,0.00004090858,0.0002398388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07598415,"threshold_uncertainty_score":0.9780878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513997020466151,"score_gpt":0.3536397368317122,"score_spread":0.3384997666270507,"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."}}