{"id":"W3139043587","doi":"10.1590/0034-7167-2020-0357","title":"Life satisfaction and health self-assessment of older adults assisted through home care","year":2021,"lang":"en","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fundação Instituto de Pesquisas Econômicas; Hospital de Clínicas de Porto Alegre","keywords":"Geriatric Depression Scale; Life satisfaction; Depressive symptoms; Gerontology; Depression (economics); Activities of daily living; Medicine; Poisson regression; Self-rated health; Barthel index; Mental health; Bivariate analysis; Cross-sectional study; Psychology; Psychiatry; Environmental health; Anxiety","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000894135,0.0003528336,0.0009398372,0.0001234258,0.0008265579,0.000051474,0.0001452399,0.0004203099,0.0004170823],"category_scores_gemma":[0.0002604171,0.0003674479,0.0001388512,0.0005489628,0.00006181901,0.0003043632,0.000143915,0.001193649,0.00002601331],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857642,"about_ca_system_score_gemma":0.007911486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001316305,"about_ca_topic_score_gemma":0.0005380451,"domain_scores_codex":[0.9944972,0.002044014,0.001287203,0.0007134443,0.0005294208,0.0009287595],"domain_scores_gemma":[0.9965234,0.0004542086,0.0007840149,0.0008218885,0.0007104819,0.0007059436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002356603,0.0001096391,0.9286522,0.01248694,0.00006004181,0.00003184959,0.02823582,0.000001794931,0.00009395365,0.002647768,0.007181284,0.02047519],"study_design_scores_gemma":[0.001841635,0.0001929022,0.9717121,0.003393406,0.00006041459,0.0000236274,0.01929809,0.00006760772,0.00001482447,0.00001193676,0.003095236,0.0002882723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844481,0.007064936,0.00161141,0.001528568,0.0007494781,0.00172591,0.0001555044,0.0003180861,0.002397993],"genre_scores_gemma":[0.9854885,0.001079725,0.007871933,0.004755953,0.0003066047,0.0001201696,0.0001813992,0.00008610059,0.0001096658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04305989,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06355434781423211,"score_gpt":0.4376298304395166,"score_spread":0.3740754826252846,"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."}}