{"id":"W1544658703","doi":"10.1111/j.1741-6612.2010.00409.x","title":"Review of psychotropic medication in Tasmanian residential aged care facilities","year":2010,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tasmania","keywords":"Psychotropic medication; Medicine; Residential care; Antipsychotic; Quarter (Canadian coin); Psychotropic drug; Medical prescription; Aged care; Psychotropic Agent; Psychiatry; Family medicine; Gerontology; Mental health; Schizophrenia (object-oriented programming); Drug; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006866779,0.000122691,0.0003057037,0.0002527568,0.0002812833,0.0000112915,0.0002054726,0.000154724,0.001480655],"category_scores_gemma":[0.000300447,0.0001056437,0.0001080318,0.0002071743,0.00005185667,0.0001249027,0.00001486943,0.001725707,0.0000576921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009275502,"about_ca_system_score_gemma":0.0002184206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001739957,"about_ca_topic_score_gemma":0.0008751401,"domain_scores_codex":[0.9980812,0.0003587065,0.0007744635,0.0001522998,0.0003023714,0.0003309547],"domain_scores_gemma":[0.9989409,0.0001099697,0.000429546,0.0002450786,0.0001343307,0.0001401501],"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":[0.0005471325,0.0003533982,0.1398723,0.04399407,0.0001787696,0.001111342,0.1591871,0.00001158364,0.01934799,0.002301451,0.4523496,0.1807452],"study_design_scores_gemma":[0.002369348,0.0003761803,0.8083989,0.03878674,0.00009166016,0.00008346145,0.04126497,0.000001079108,0.0002961723,0.0007785512,0.1072168,0.0003361729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820206,0.003355502,0.00002680294,0.004847676,0.003809103,0.0003823012,0.00001149521,0.00002598073,0.005520596],"genre_scores_gemma":[0.9945407,0.003417961,0.000262817,0.000287905,0.0006599721,0.00001041228,0.00001330412,0.00001442963,0.0007925187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6685266,"threshold_uncertainty_score":0.9994321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149871860599595,"score_gpt":0.3866049703358863,"score_spread":0.3551062517298903,"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."}}