{"id":"W3040597860","doi":"10.1002/alz.12123","title":"World‐Wide FINGERS Network: A global approach to risk reduction and prevention of dementia","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":521,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia; University of Toronto; Baycrest Hospital; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"National Institute on Aging; Center for Innovative Medicine; National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; National Natural Science Foundation of China; Vetenskapsrådet; Knut och Alice Wallenbergs Stiftelse; Juho Vainion Säätiö; Korea Health Industry Development Institute; Alzheimerfonden; Karolinska Institutet; Suomen Kulttuurirahasto; Eusko Jaurlaritza; Suomen Lääketieteen Säätiö; Academy of Finland; National University Health System; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Alzheimer's Association; Consortium canadien en neurodégénérescence associée au vieillissement; Japan Agency for Medical Research and Development; CHIST-ERA; Agence Nationale de la Recherche; Stichting af Jochnick Foundation; Alzheimer Society; Swedish Foundation for International Cooperation in Research and Higher Education; EU Joint Programme – Neurodegenerative Disease Research; World Health Organization","keywords":"Dementia; Psychological intervention; Intervention (counseling); Disease; Gerontology; Medicine; Cognition; Cognitive decline; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004462506,0.0002089102,0.0003217145,0.00009153645,0.0001295369,0.00004242734,0.0001163134,0.00005634896,0.0002323933],"category_scores_gemma":[0.00006743103,0.0002052765,0.0001325142,0.0007722391,0.00009661496,0.0001590892,0.0001908825,0.0001683337,0.0000406661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023636,"about_ca_system_score_gemma":0.00009320514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006904752,"about_ca_topic_score_gemma":0.00001212184,"domain_scores_codex":[0.9979471,0.0001505309,0.0004368353,0.0005127042,0.0004892495,0.0004636118],"domain_scores_gemma":[0.9990658,0.00002487839,0.0001709703,0.0002062219,0.0001523549,0.0003797576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00142722,0.000722895,0.6657792,0.0001223804,0.03011028,0.00001224005,0.0007321297,0.0001561597,0.00218271,0.0006222487,0.04424478,0.2538878],"study_design_scores_gemma":[0.004779829,0.002295136,0.8971796,0.0001663278,0.05564443,0.00003181064,0.0008468851,0.001416415,0.01324325,0.001030297,0.02278822,0.0005777637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.844841,0.06419906,0.04483211,0.003872683,0.0004526854,0.004418377,0.00004565784,0.0002163696,0.03712205],"genre_scores_gemma":[0.9816456,0.0001671081,0.01723756,0.0005216116,0.0002137753,0.00008353136,0.00006789156,0.00002154829,0.0000413418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533101,"threshold_uncertainty_score":0.8370934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804024089315587,"score_gpt":0.3087874854660305,"score_spread":0.2707472445728746,"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."}}