{"id":"W2137825237","doi":"10.1017/s1041610210000128","title":"Screening for mental disorders in residential aged care facilities","year":2010,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Extant taxon; Medicine; Mental health; Psychology; Cognition; Gerontology; Nursing; Psychiatry","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":[0.0003267152,0.0001382679,0.0001598439,0.0003360203,0.0003084891,0.00002949865,0.0003010155,0.000192261,0.0006438185],"category_scores_gemma":[0.000203816,0.0001442669,0.0001238196,0.0001780587,0.00003827753,0.0001580988,0.00005496121,0.0004907565,0.00003627168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014506,"about_ca_system_score_gemma":0.00009497011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009630438,"about_ca_topic_score_gemma":0.01040357,"domain_scores_codex":[0.9985443,0.00006314746,0.0004463748,0.00030534,0.0003000648,0.0003407577],"domain_scores_gemma":[0.9991845,0.0002757348,0.0001455066,0.000180116,0.0001482093,0.00006594573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002926074,0.0003296946,0.3564656,0.0004664461,0.0001709992,0.000006158283,0.09309962,0.00005985296,0.006935163,0.006056055,0.4400246,0.09345969],"study_design_scores_gemma":[0.005696899,0.000104621,0.1903703,0.00006826965,0.00002324934,0.000002156735,0.04568516,0.0001197859,0.00006849728,0.004096624,0.7533456,0.0004188378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482681,0.0001746748,0.001942262,0.003960805,0.02877832,0.001202928,0.0006245101,0.0001074193,0.01494101],"genre_scores_gemma":[0.9910137,0.00006121262,0.002622704,0.0000966189,0.001685331,0.0001985591,0.0003761177,0.00002745945,0.003918308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.313321,"threshold_uncertainty_score":0.7049361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945931324738628,"score_gpt":0.4055570883136719,"score_spread":0.3760977750662857,"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."}}