{"id":"W4396576656","doi":"10.1002/alz.13836","title":"The 2022 symposium on dementia and brain aging in low‐ and middle‐income countries: Highlights on research, diagnosis, care, and impact","year":2024,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canada Research Chairs; University Health Network","funders":"Fogarty International Center; HORIZON EUROPE Framework Programme; Department of Communicative Sciences and Disorders, University of Wisconsin-Madison; Genentech; National Institutes of Health; National Human Genome Research Institute; UK Dementia Research Institute; International Society for Neurochemistry; African Academy of Sciences; Vetenskapsrådet; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Institut National de la Santé et de la Recherche Médicale; National Research Foundation; AXA Research Fund; Wellcome Trust; University College London; University of Southampton; National Institute on Aging; National Institute for Health and Care Research; University of Sri Jayewardenepura; Alzheimer's Association; Stiftelsen för Gamla Tjänarinnor; Aromatic Plant Research Center; Newcastle University; Global Brain Health Institute; Agence Nationale de la Recherche; Alzheimer's Society; University of Texas Rio Grande Valley; EU Joint Programme – Neurodegenerative Disease Research; Hjärnfonden; European Commission; Familjen Erling-Perssons Stiftelse; University of Louisville; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Alzheimer's Drug Discovery Foundation; National Institute of Neurological Disorders and Stroke; International Brain Research Organization; National Center for Advancing Translational Sciences; Indian Council of Medical Research; Economic and Social Research Council; U.S. Department of Health and Human Services; Northwestern University; U.S. Department of Defense","keywords":"Dementia; Gerontology; Psychology; Medicine; Internal medicine; Disease","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":[0.009183418,0.002286265,0.00125891,0.001295932,0.002515253,0.00573834,0.001957201,0.0136986,0.02889541],"category_scores_gemma":[0.009239615,0.0005637489,0.002300613,0.0008359887,0.001858838,0.003817786,0.006350402,0.01167551,0.01243027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004182397,"about_ca_system_score_gemma":0.01821243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005551402,"about_ca_topic_score_gemma":0.01545619,"domain_scores_codex":[0.9959049,0.001529117,0.0002801655,0.0003515139,0.001015195,0.0009191795],"domain_scores_gemma":[0.9898122,0.001412526,0.0004463739,0.000179125,0.003311459,0.0048384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003889696,0.00002656864,0.000166026,0.0003724153,0.00001008955,0.00009017436,0.0001402735,0.00001934483,0.0002194107,0.0008303113,0.977151,0.02093549],"study_design_scores_gemma":[0.00001604109,0.00004223681,0.0008912836,0.001148849,0.00002032446,0.0001858971,0.000402212,0.00002017364,0.00009536586,0.001089196,0.9960698,0.00001867957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0006258882,0.07173445,0.0004651077,0.6000187,0.3114967,0.0001273564,0.0005746157,0.00008905386,0.01486803],"genre_scores_gemma":[0.01160627,0.1258053,0.002840061,0.368869,0.3895787,0.0006176012,0.001531958,0.0002009264,0.09895029],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02889541,"threshold_uncertainty_score":0.09666479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451514298220289,"score_gpt":0.3892155613043835,"score_spread":0.3440641314823546,"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."}}