{"id":"W4390083984","doi":"10.1093/geroni/igad104.2299","title":"THE PREVALENCE AND PREDICTORS OF APATHY AMONG CANADIAN LONG-TERM CARE RESIDENTS: A SECONDARY DATA ANALYSIS","year":2023,"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 Northern British Columbia","funders":"","keywords":"Apathy; Long-term care; Residence; Medicine; Psychology; Gerontology; Psychiatry; Cognition; Demography","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":[0.001403351,0.0005733974,0.0007359003,0.004347989,0.002918446,0.001247418,0.00184984,0.0005336585,0.002629016],"category_scores_gemma":[0.004852945,0.0005193024,0.001371235,0.008177817,0.0005968972,0.0003694313,0.001335684,0.0008457321,0.0003143295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02303748,"about_ca_system_score_gemma":0.03113257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896553,"about_ca_topic_score_gemma":0.9907499,"domain_scores_codex":[0.99828,0.0001182801,0.000179584,0.0002467041,0.0007455926,0.0004298926],"domain_scores_gemma":[0.9949905,0.0002865366,0.001045381,0.0001927552,0.002877034,0.0006077935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007138574,0.00005755293,0.9951922,0.0001446683,0.0001282731,0.00005075604,0.0005031787,0.00006675976,0.0000953702,0.00003996639,0.001474751,0.00217521],"study_design_scores_gemma":[0.000008886018,0.00002594381,0.9986482,0.00003259994,0.00003679781,0.00002574835,0.000608302,0.0001691997,0.00002443074,0.000008126864,0.0004022157,0.000009460216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652581,0.0004133458,0.0001989017,0.0001650928,0.00001197732,0.0004022228,0.03187112,0.00002232226,0.001656926],"genre_scores_gemma":[0.9839406,0.0003935208,0.0006356048,0.0001369807,0.00001074581,0.0003935889,0.013748,0.000007192592,0.0007336563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02303748,"threshold_uncertainty_score":0.1671494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390388177669652,"score_gpt":0.3770189745934346,"score_spread":0.3379801568264694,"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."}}