{"id":"W4200618946","doi":"10.5539/gjhs.v14n2p16","title":"A Comparative Study of Prevalence and Risk Factors Associated with Depressive Symptoms in Two Long-Lived Elderly Populations in Brazil","year":2021,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Depressive symptoms; Depression (economics); Demography; Gerontology; Medicine; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000738062,0.0002290321,0.0003988789,0.001066115,0.0005021299,0.0005184052,0.0002302761,0.0003481788,0.000612488],"category_scores_gemma":[0.001924144,0.0003334335,0.0003890128,0.0008676304,0.0003363191,0.0004302076,0.0005663192,0.0002606006,0.00007374927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732372,"about_ca_system_score_gemma":0.0004760326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02845651,"about_ca_topic_score_gemma":0.05299908,"domain_scores_codex":[0.9996709,0.00008085595,0.00005695973,0.00007129528,0.00005974751,0.00006035018],"domain_scores_gemma":[0.9992667,0.0001284896,0.0002736723,0.00005273544,0.0001255852,0.0001528633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002772272,0.00005529044,0.9969523,0.00002598486,0.00004443843,0.0000753747,0.001132795,0.000005934761,0.0003917276,0.00003427775,0.0000276364,0.00122642],"study_design_scores_gemma":[0.000004549843,0.0001017366,0.9969636,0.0000215879,0.00002720223,0.000191193,0.002418613,0.00003199293,0.00003010361,0.00001666191,0.0001896594,0.000003125723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991847,0.0001948068,0.00005309701,0.00002892125,0.000002700648,0.0000208503,0.000119083,9.265062e-7,0.0003948448],"genre_scores_gemma":[0.9994695,0.0001898101,0.00008725694,0.00003509183,0.000002531274,0.00001855332,0.000134665,6.799446e-7,0.0000619415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02845651,"threshold_uncertainty_score":0.05658174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07814259174362238,"score_gpt":0.4483956578531776,"score_spread":0.3702530661095552,"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."}}