{"id":"W4416382088","doi":"10.59590/upsjb/fcs.med.hum/tesis/6360","title":"Factores asociados al deterioro cognitivo en adultos mayores que acuden al Centro Materno Infantil Juan Pablo II, Lima, 2024","year":2025,"lang":"","type":"dissertation","venue":"Universidad Privada San Juan Bautista","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil servants; Life style; Cognitive impairment; Population","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0007824978,0.002514918,0.003123315,0.00118673,0.002116009,0.0004692544,0.00196613,0.002027787,0.01287422],"category_scores_gemma":[0.001226032,0.002783636,0.001204317,0.001177716,0.0009266883,0.0009548472,0.0009865869,0.003211486,0.0003462007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002601801,"about_ca_system_score_gemma":0.005585194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303287,"about_ca_topic_score_gemma":0.00665457,"domain_scores_codex":[0.9878777,0.001274983,0.002440567,0.003326372,0.00219903,0.002881377],"domain_scores_gemma":[0.9920377,0.001262055,0.001646411,0.002249019,0.001107916,0.001696929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02027416,0.004278779,0.5782478,0.01711299,0.005627,0.003053228,0.08020747,0.0000102586,0.007852904,0.006734799,0.2368922,0.03970836],"study_design_scores_gemma":[0.01244828,0.002076193,0.6286899,0.008871717,0.004325809,0.00007420869,0.07034341,0.0006164254,0.003638527,0.0005722,0.2643713,0.003972073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956468,0.00157157,0.0001598688,0.003683021,0.004630172,0.004543612,0.003698424,0.0004630193,0.02478227],"genre_scores_gemma":[0.9322697,0.003335367,0.0004141208,0.003707305,0.0005366696,0.00005908265,0.009066878,0.0002752234,0.05033566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05044201,"threshold_uncertainty_score":0.9992678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009169308111409775,"score_gpt":0.2882261639893545,"score_spread":0.2790568558779448,"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."}}