{"id":"W2990301848","doi":"10.1186/s12877-019-1298-5","title":"Depressive symptoms in long term care facilities in Western Canada: a cross sectional study","year":2019,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Hotchkiss Brain Institute; University of British Columbia; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Cross-sectional study; Long-term care; Rehabilitation; Depressive symptoms; Term (time); Depression (economics); Gerontology; Environmental health; Physical therapy; Psychiatry; Anxiety; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007960318,0.0003819874,0.0005288011,0.001125266,0.002652881,0.001339165,0.001236658,0.0004854561,0.001258925],"category_scores_gemma":[0.001491061,0.0004403243,0.0005568099,0.004334993,0.0006519277,0.0004149288,0.0008277072,0.0007557174,0.0002268992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02009381,"about_ca_system_score_gemma":0.01938636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875229,"about_ca_topic_score_gemma":0.9925085,"domain_scores_codex":[0.9990707,0.00007142719,0.00008687867,0.0001488639,0.0003412236,0.0002809521],"domain_scores_gemma":[0.99818,0.00007812524,0.0004211658,0.00005217323,0.0007744274,0.0004941185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002502728,0.00003132016,0.9979287,0.00002773096,0.00003934458,0.00004476201,0.0003906571,0.0000234547,0.00005966842,0.00001722324,0.0004832559,0.0009287734],"study_design_scores_gemma":[0.000004612758,0.00001930006,0.9986995,0.00002674084,0.00001935096,0.00003586684,0.0008354873,0.00007688686,0.00001280253,0.000005339698,0.0002594137,0.000004510529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938951,0.0007539951,0.0001092927,0.0002106882,0.00001077424,0.00008849129,0.0039997,0.000008383618,0.0009235931],"genre_scores_gemma":[0.9960411,0.0006552885,0.0002339526,0.0002499036,0.000007931015,0.00005968678,0.002224732,0.000003693932,0.0005237351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009381,"threshold_uncertainty_score":0.1457915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645676268427843,"score_gpt":0.3491159938534943,"score_spread":0.3226592311692159,"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."}}