{"id":"W7125764956","doi":"","title":"Associations of lifestyle factors with amyloid pathology in persons without dementia.","year":2025,"lang":"en","type":"article","venue":"DZNE Pub","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Bioscience Database Center; National Institute on Aging; Institut de Recherches Servier; Instituto de Salud Carlos III; Japan Science and Technology Agency; HORIZON EUROPE Framework Programme; Canadian Institutes of Health Research; GIESKES-STRIJBIS FONDS; Fleni; Indian Council of Medical Research; Grifols; Stiftelsen för Gamla Tjänarinnor; IXICO; Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas; Ministry of Science and ICT, South Korea; Fundació la Marató de TV3; Servier; Innovative Medicines Initiative; Alzheimer's Disease Neuroimaging Initiative; Stichting Dioraphte; Center for Translational Molecular Medicine; H. Lundbeck A/S; Deutsches Zentrum für Neurodegenerative Erkrankungen; Vetenskapsrådet; University of Southern California; Eisai; Banco Bilbao Vizcaya Argentaria; Korea Health Industry Development Institute; Radboud Universitair Medisch Centrum; Generalitat de Catalunya; Northern California Institute for Research and Education; Japan Agency for Medical Research and Development; McGill University; Hjärnfonden; Genentech; European Commission; Familjen Erling-Perssons Stiftelse; Fondation Brain Canada; Alzheimer Nederland; Pfizer; Biogen; BioClinica; Brigham and Women's Hospital; European Federation of Pharmaceutical Industries and Associations; Alzheimer's Association; Fundación BBVA; Eli Lilly and Company; U.S. Department of Defense; Leids Universitair Medisch Centrum; Cure Alzheimer's Fund; Meso Scale Diagnostics; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; Amsterdam Neuroscience; ZonMw; National Institutes of Health; Alzheimer's Drug Discovery Foundation","keywords":"Biomarker; Amyloid (mycology); Disease; Cognition; Dementia; Apolipoprotein E; Association (psychology); Cognitive decline","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002601887,0.00008724483,0.0002362071,0.0002795545,0.00004394458,0.000009871927,0.00006307264,0.0000547184,0.0001901569],"category_scores_gemma":[0.0001640574,0.00006821365,0.00004662373,0.0004085883,0.00007929886,0.00005267299,0.00004121405,0.0001623365,0.000008397532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005663223,"about_ca_system_score_gemma":0.000196429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371306,"about_ca_topic_score_gemma":0.0002408346,"domain_scores_codex":[0.9990905,0.00007458107,0.0001818584,0.0001727751,0.0002261578,0.0002541185],"domain_scores_gemma":[0.9995545,0.00007393114,0.00005552651,0.0001358197,0.0001231288,0.0000571024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005007589,0.0003460044,0.9956846,0.00003212186,0.0001554236,0.00002043923,0.000319632,5.498081e-7,0.002016544,0.0003018045,0.0004372102,0.0006355824],"study_design_scores_gemma":[0.001676851,0.0002711216,0.9917735,0.000065158,0.0001317111,0.000002734848,0.0008073318,0.00002097828,0.004290832,0.00005194128,0.0008522487,0.00005553149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747832,0.000105,0.0003110507,0.0009766493,0.00003706096,0.0003526945,0.00002917958,0.00002046613,0.02338466],"genre_scores_gemma":[0.9962379,0.00001372573,0.0002182865,0.0002036355,0.00001238567,0.00003957379,0.00007148818,0.000007787728,0.003195224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02145465,"threshold_uncertainty_score":0.2781672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778921491255585,"score_gpt":0.322496580001858,"score_spread":0.3047073650893022,"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."}}