{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002241999,0.0001287723,0.0004925992,0.0002750589,0.0002988206,0.00001890684,0.00008634938,0.0004012942,0.00001081362],"category_scores_gemma":[0.0009240806,0.0001203649,0.00004790208,0.0002651332,0.00003392611,0.0002604521,0.0000689268,0.001733747,9.015923e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001471518,"about_ca_system_score_gemma":0.0006372181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347364,"about_ca_topic_score_gemma":0.003133358,"domain_scores_codex":[0.9971097,0.00117177,0.0008554841,0.0002208949,0.0003053918,0.000336798],"domain_scores_gemma":[0.9973115,0.001434978,0.0006186728,0.0001287276,0.0003765703,0.0001295433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000113965,0.00003403143,0.9197282,0.001136033,0.00003256027,0.00002592248,0.006118293,0.000004717107,0.000008332214,0.00001086337,0.0003429444,0.07244419],"study_design_scores_gemma":[0.002008506,0.0001313302,0.9909204,0.003171407,0.00005077849,0.000001773744,0.002340268,0.000008610771,0.000004123785,0.0005118439,0.0007652477,0.00008566184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919707,0.003588282,0.0000742445,0.002246332,0.0004901942,0.0003309517,0.00002048815,0.00001198744,0.001266822],"genre_scores_gemma":[0.9988045,0.0002949502,0.00007495099,0.0004757867,0.0002059585,0.000007084398,0.00001048383,0.00000760102,0.0001186923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07235853,"threshold_uncertainty_score":0.7532364,"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."}}