{"id":"W4411312919","doi":"10.56519/r6762221","title":"Prevalencia de depresión y factores sociodemográficos asociados a deterioro cognitivo en el adulto mayor","year":2025,"lang":"es","type":"article","venue":"VitalyScience Revista Científica Multidisciplinaria","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Gynecology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004432646,0.001128228,0.001736138,0.0006898979,0.002084558,0.0007844516,0.001626393,0.0008141839,0.0003727696],"category_scores_gemma":[0.005354364,0.001024833,0.0009424291,0.002691896,0.002203718,0.0007057604,0.001212602,0.001267007,0.0003160323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002154697,"about_ca_system_score_gemma":0.003629701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002948699,"about_ca_topic_score_gemma":0.00006966617,"domain_scores_codex":[0.9898853,0.001171315,0.00194399,0.002778923,0.001629644,0.002590802],"domain_scores_gemma":[0.9935749,0.001656534,0.0007943777,0.001942304,0.0007404339,0.001291495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006682668,0.002496622,0.9032313,0.006932436,0.0002589409,0.000103119,0.0170263,0.00001593842,0.03591887,0.006183015,0.0009882214,0.02617696],"study_design_scores_gemma":[0.00313164,0.0004930647,0.9645368,0.003821939,0.00130441,0.00003317407,0.009325691,0.01019788,0.001377414,0.0007224503,0.00389252,0.001162953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726055,0.006642771,0.008001305,0.002875054,0.0009493594,0.003746602,0.0004960896,0.0003649041,0.004318433],"genre_scores_gemma":[0.9935749,0.0014587,0.0017715,0.0006461838,0.0004489026,0.0002865897,0.00007429602,0.000083321,0.001655658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06130556,"threshold_uncertainty_score":0.9992202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401051154838223,"score_gpt":0.3599160525682407,"score_spread":0.3459055410198584,"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."}}