{"id":"W4417457196","doi":"10.3390/jal5040056","title":"Association Between Functionality, Depressive Symptoms, and Fragility in Elderly Adults in Primary Care","year":2025,"lang":"en","type":"article","venue":"Journal of Ageing and Longevity","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado da Bahia","keywords":"Marital status; Fragility; Depressive symptoms; Life expectancy; Activities of daily living; Primary care; Association (psychology); Depression (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004834901,0.00009614696,0.0002427021,0.0007461932,0.0003069575,0.0003974195,0.0001398889,0.0002477818,0.0007655669],"category_scores_gemma":[0.001808213,0.0001035313,0.0002239513,0.0006001516,0.0001921886,0.0001637819,0.0003314757,0.0002507317,0.00005148771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727684,"about_ca_system_score_gemma":0.000271278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007156924,"about_ca_topic_score_gemma":0.01452906,"domain_scores_codex":[0.999729,0.00007496998,0.00004312087,0.00002934573,0.00007565661,0.00004788442],"domain_scores_gemma":[0.9992792,0.0001575142,0.0003108436,0.00002157357,0.00008518967,0.0001457455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001990236,0.00002421848,0.9988732,0.00001325988,0.00001922342,0.00005345715,0.0001684758,0.000006157121,0.00006023656,0.000005713777,0.00002267411,0.0007335285],"study_design_scores_gemma":[8.070411e-7,0.00003976518,0.9996024,0.000004843328,0.000006870843,0.00007821441,0.0002174658,0.00001653599,0.000005918344,0.000004327613,0.000022286,5.908552e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993644,0.000333507,0.00001482057,0.00002875628,0.000001638913,0.000004283793,0.00006015542,5.552606e-7,0.0001919556],"genre_scores_gemma":[0.9998227,0.00008360955,0.00001738167,0.00001045541,0.000002168127,0.000002301365,0.00003718163,9.6891e-8,0.000024197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007156924,"threshold_uncertainty_score":0.01423055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726073788787934,"score_gpt":0.3493294531848296,"score_spread":0.3320687152969502,"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."}}