{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001848437,0.0001946022,0.0002756245,0.00211907,0.0004661826,0.0003803014,0.0004593495,0.0003066796,0.004003212],"category_scores_gemma":[0.006025626,0.00009826782,0.000230989,0.0009423223,0.000391682,0.0003997278,0.001223854,0.0004369546,0.0002739869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007924949,"about_ca_system_score_gemma":0.00217761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007225215,"about_ca_topic_score_gemma":0.01274997,"domain_scores_codex":[0.9992492,0.0002587804,0.0001309433,0.00005736486,0.0001886544,0.0001151265],"domain_scores_gemma":[0.9971743,0.0006500931,0.001126452,0.0000802705,0.0005104145,0.0004585295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001439346,0.0002269164,0.6693635,0.001546651,0.00004761055,0.001213116,0.003008933,0.000192568,0.0009458686,0.0005153274,0.01746742,0.3053281],"study_design_scores_gemma":[0.00001656328,0.0005051258,0.9833302,0.001688354,0.00003752994,0.001868724,0.002406701,0.0001453163,0.0003877775,0.0003687039,0.009230094,0.00001484973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498927,0.01632035,0.00236247,0.007376642,0.0003598702,0.0007734309,0.003300175,0.0002258107,0.01938859],"genre_scores_gemma":[0.9860545,0.006261795,0.003463727,0.001031252,0.0001666154,0.0002845531,0.001300451,0.00000519171,0.00143201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007225215,"threshold_uncertainty_score":0.01436633,"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."}}