{"id":"W4285328062","doi":"10.1093/geroni/igab046.1591","title":"A Cross-Sectional Study Comparing Younger and Older Nursing Home Residents in Western Canada","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Gerontology; Minimum Data Set; Cohort; Long-term care; Depression (economics); Nursing homes; Population; Health care; Family medicine; Nursing; Environmental health","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":[0.001193102,0.0003262833,0.0004457106,0.001256099,0.003430127,0.00110066,0.0008459266,0.0003487795,0.001575498],"category_scores_gemma":[0.002356802,0.0003352843,0.0004172285,0.003180013,0.0006346086,0.0004933627,0.0007149482,0.0005503554,0.0002079923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01236277,"about_ca_system_score_gemma":0.01596014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9779198,"about_ca_topic_score_gemma":0.9882082,"domain_scores_codex":[0.9989856,0.00007552468,0.00009905214,0.0001727324,0.0003662321,0.0003008702],"domain_scores_gemma":[0.9977342,0.0001566109,0.0004683252,0.00007008704,0.0009649002,0.0006057761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002558951,0.00003864807,0.9974216,0.00002004575,0.00002784268,0.00004723547,0.0007930598,0.00001235273,0.0000787536,0.00002933552,0.0002772735,0.001228214],"study_design_scores_gemma":[0.000003934654,0.00002917086,0.9969271,0.00002328683,0.00001897674,0.00003582204,0.002493626,0.0000721257,0.00003325462,0.00001110553,0.0003473182,0.000004223889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979352,0.0002321842,0.00008097254,0.00008910624,0.000009110053,0.0000528009,0.0008462328,0.000002881164,0.000751449],"genre_scores_gemma":[0.9980471,0.0002986588,0.000226801,0.0001877127,0.000007673736,0.00004670138,0.0006684355,0.000002953446,0.000514148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02208018,"threshold_uncertainty_score":0.08969867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06233016405827455,"score_gpt":0.4214519568800114,"score_spread":0.3591217928217368,"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."}}