{"id":"W4404194879","doi":"10.1002/alz.14344","title":"Dementia risk reduction in the African context: Multi‐national implementation of multimodal strategies to promote healthy brain aging in Africa (the Africa‐FINGERS project)","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Artificial Intelligence in Medicine (Canada); Montreal Neurological Institute and Hospital","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Fondo de Fomento al Desarrollo Científico y Tecnológico; Fogarty International Center; National Institutes of Health; Agencia Nacional de Investigación y Desarrollo; Rosetrees Trust; Universidade Federal Rural da Amazônia; Defence and Security Accelerator; Global Brain Health Institute; Wellcome Trust; Alzheimer's Association; National Institute on Aging; UK Research and Innovation; Medical Research Council","keywords":"Dementia; Context (archaeology); Reduction (mathematics); Medicine; Geography; Pathology","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":[0.01341104,0.00104417,0.0007717189,0.0007201607,0.002968009,0.002020449,0.00147839,0.001202175,0.004610951],"category_scores_gemma":[0.0118472,0.0003491519,0.001222774,0.0006890686,0.00115622,0.002094733,0.009619959,0.002811142,0.0004392886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003777938,"about_ca_system_score_gemma":0.02709089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838219,"about_ca_topic_score_gemma":0.02618405,"domain_scores_codex":[0.9960763,0.002516505,0.0001249937,0.0001930467,0.0002317122,0.0008574025],"domain_scores_gemma":[0.9961662,0.0008176397,0.0002974025,0.0001958422,0.0005081411,0.002014797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002754793,0.007851344,0.01706822,0.007389514,0.0007053174,0.0008763861,0.01268569,0.001132007,0.002292893,0.01081974,0.03556383,0.9008601],"study_design_scores_gemma":[0.03611704,0.02382564,0.3573918,0.05148818,0.006165859,0.001828419,0.05684654,0.005722342,0.01365317,0.046754,0.399684,0.0005230976],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7519757,0.04720704,0.009985438,0.1223205,0.002782641,0.01446165,0.00331499,0.0003154982,0.04763654],"genre_scores_gemma":[0.870536,0.04290885,0.05014314,0.01331139,0.0005885283,0.01585324,0.001465846,0.00009068193,0.005102314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01838219,"threshold_uncertainty_score":0.07092524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.077970695351725,"score_gpt":0.4239203962439821,"score_spread":0.3459497008922571,"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."}}