{"id":"W4413400905","doi":"10.1136/bmjopen-2025-105955","title":"Epidemiology and risk factors of Alzheimer’s disease and related dementias in South and Southeast Asia: a systematic review and meta-analysis protocol","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Observational study; Context (archaeology); Dementia; CINAHL; Population; Systematic review; Environmental health; Strengthening the reporting of observational studies in epidemiology; Grey literature; Gerontology; Disease; Meta-analysis; Cohort study; MEDLINE; Psychological intervention; Pathology; Geography; Psychiatry","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":[0.05552997,0.005323204,0.0195161,0.01335877,0.003306463,0.006623197,0.00530386,0.005665622,0.0636552],"category_scores_gemma":[0.08137963,0.00417343,0.02483533,0.0116437,0.003046853,0.006337273,0.005074649,0.004741296,0.006282411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009342239,"about_ca_system_score_gemma":0.04363313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006862468,"about_ca_topic_score_gemma":0.01331168,"domain_scores_codex":[0.9779562,0.007757616,0.007612978,0.002602531,0.002978971,0.001091624],"domain_scores_gemma":[0.9752784,0.009642791,0.005613669,0.00247645,0.006050134,0.0009383937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00325539,0.0001625392,0.001059305,0.951183,0.01052019,0.0002820383,0.0005807342,0.0007627939,0.0005678913,0.002152594,0.01189511,0.01757848],"study_design_scores_gemma":[0.02962678,0.00263147,0.01026243,0.6939708,0.1121929,0.0007601985,0.001238862,0.002049717,0.001736764,0.009411899,0.1355605,0.0005577469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009233235,0.00942294,0.002743542,0.0006744651,0.0003289752,0.9716992,0.01336456,0.0001590103,0.0006839831],"genre_scores_gemma":[0.000800116,0.002891303,0.002572956,0.0002374675,0.0000246838,0.9921443,0.001034333,0.000009705527,0.0002851208],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0636552,"threshold_uncertainty_score":0.2936741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2627243086343811,"score_gpt":0.5186415591454641,"score_spread":0.255917250511083,"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."}}