{"id":"W7067762453","doi":"","title":"Next generation brain health: transforming global research and public health to promote dementia prevention and risk reduction in young adult populations","year":2024,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Fondo de Fomento al Desarrollo Científico y Tecnológico; Fogarty International Center; Economic and Social Research Council; Medical Research Council; National Institutes of Health; Agencia Nacional de Investigación y Desarrollo; Trinity College Dublin; Department of Health and Social Care; National Institute for Health and Care Research; Eli Lilly and Company; Alzheimer Society; ZonMw; Alzheimer's Society; Global Brain Health Institute; National Institute on Aging; NIHR Sheffield Biomedical Research Centre; Alzheimer's Association; Portland State University","keywords":"Dementia; Public health; Psychological intervention; Young adult; Multidisciplinary approach; Population; Population ageing; Healthy ageing; Life course approach","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009361345,0.0007096349,0.001015825,0.001409158,0.001428196,0.006093671,0.001582491,0.006824343,0.03476061],"category_scores_gemma":[0.01627419,0.0003129328,0.001017895,0.001427872,0.002352615,0.006619694,0.005609079,0.00569575,0.00585196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003429604,"about_ca_system_score_gemma":0.0179089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009407665,"about_ca_topic_score_gemma":0.02191858,"domain_scores_codex":[0.9977015,0.001076945,0.000112918,0.0001867189,0.0004268955,0.000495131],"domain_scores_gemma":[0.9851807,0.005775701,0.000685629,0.0004735379,0.002197091,0.005687228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002104908,0.0004187239,0.006619201,0.002024951,0.0001145548,0.0002988672,0.001016579,0.0003322367,0.001040645,0.05758701,0.4957421,0.4345947],"study_design_scores_gemma":[0.0002101478,0.0002969464,0.01209118,0.00377736,0.0001869404,0.000413269,0.003607037,0.0004924414,0.0008164861,0.1267869,0.8512291,0.00009216057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005583839,0.09780854,0.006876071,0.834896,0.01678088,0.00007470082,0.001681425,0.0005163416,0.03578221],"genre_scores_gemma":[0.1922093,0.2379601,0.05230498,0.4421266,0.03779732,0.0006679646,0.004214216,0.0004494444,0.03227001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03476061,"threshold_uncertainty_score":0.1162859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07829148638357246,"score_gpt":0.3570960062197503,"score_spread":0.2788045198361778,"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."}}