{"id":"W4293792406","doi":"10.1002/alz.12764","title":"Global, regional, and national trends of dementia incidence and risk factors, 1990–2019: A Global Burden of Disease study","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Incidence (geometry); Medicine; Demography; Disease; Population; Environmental health; Disease burden; Attributable risk; Burden of disease; Stroke (engine); Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001792322,0.0004359022,0.0004607822,0.002969326,0.0002596804,0.0007726839,0.0003311031,0.0004104588,0.000953158],"category_scores_gemma":[0.002208681,0.0002566032,0.001347869,0.004771342,0.0002963858,0.0009001018,0.0008992141,0.000644815,0.000338867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009799649,"about_ca_system_score_gemma":0.00114401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03968516,"about_ca_topic_score_gemma":0.04117123,"domain_scores_codex":[0.9994679,0.000133152,0.0001015477,0.00009604841,0.0001047151,0.00009671701],"domain_scores_gemma":[0.998667,0.0001081492,0.0006625801,0.00009045032,0.0003016251,0.0001700542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009338988,0.0000140154,0.9944679,0.0001176452,0.0004055983,0.00005774588,0.0001306878,0.0001975729,0.00006032752,0.00005412538,0.00162717,0.0027738],"study_design_scores_gemma":[0.000007628398,0.00003194164,0.998434,0.00003910061,0.0001090727,0.0001442178,0.0001707429,0.0001762817,0.00002147598,0.0000288895,0.0008317597,0.00000481284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940056,0.01068596,0.0005998503,0.001328832,0.00009790447,0.00007566423,0.04410665,0.00006146837,0.002987636],"genre_scores_gemma":[0.9789197,0.002204353,0.0004843363,0.0001778192,0.00006476079,0.00005940687,0.01776997,0.000009977734,0.0003095593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03968516,"threshold_uncertainty_score":0.07890832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978999888834007,"score_gpt":0.332387972630293,"score_spread":0.302597973741953,"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."}}