{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005732671,0.0002114588,0.0003294191,0.000165078,0.0002361383,0.00002465828,0.0001779738,0.00002811439,0.0008075768],"category_scores_gemma":[0.00006795795,0.0001999116,0.0001016128,0.0005745364,0.0002338413,0.0001501008,0.0005714257,0.0001226293,0.000001819605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000244512,"about_ca_system_score_gemma":0.0002367877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142392,"about_ca_topic_score_gemma":0.00007632814,"domain_scores_codex":[0.997088,0.0002441447,0.0004543708,0.0004607458,0.001457404,0.0002953962],"domain_scores_gemma":[0.9988992,0.00007106903,0.0002632111,0.000234652,0.0002618467,0.0002700298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005410805,0.0009885397,0.9741704,0.00001696153,0.0123668,0.00001938281,0.0002529025,0.00001154662,0.00006747209,0.000255917,0.003312436,0.007996511],"study_design_scores_gemma":[0.002453587,0.001352113,0.9743141,0.00001745662,0.0181577,0.00001181649,0.001245096,0.0001422106,0.00006768632,0.0004010346,0.001681435,0.0001557628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556167,0.04240441,0.00002860943,0.0002656174,0.00006117028,0.0005595117,0.0005496384,0.00001899434,0.000495375],"genre_scores_gemma":[0.9990876,0.0003642697,0.0001775828,0.00006658125,0.00003366518,0.00007189241,0.0001670477,0.00001143343,0.00001992312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04347093,"threshold_uncertainty_score":0.88424,"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."}}