{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005520194,0.0002809635,0.0002366122,0.0005518924,0.00029363,0.0004823715,0.0001983351,0.0003176593,0.0009075899],"category_scores_gemma":[0.001502813,0.0002000043,0.0004222151,0.0006920545,0.0001933119,0.0002349084,0.0002994892,0.0004012386,0.00009746368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234686,"about_ca_system_score_gemma":0.0001861345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006048399,"about_ca_topic_score_gemma":0.008874483,"domain_scores_codex":[0.9997273,0.00007998015,0.00003708227,0.00006715807,0.00004129486,0.00004715374],"domain_scores_gemma":[0.9989504,0.0001424383,0.0006242954,0.0000622817,0.00007249464,0.000148102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009015443,0.00003014423,0.9983234,0.0000169554,0.00009533254,0.00002212313,0.00002163989,0.00002158461,0.00006981966,0.000007730959,0.0000270215,0.001274161],"study_design_scores_gemma":[0.000003052202,0.00004445044,0.9997165,0.000003400797,0.00002597183,0.00005704241,0.00001963357,0.00006284168,0.0000125846,0.00001542031,0.00003818162,9.959981e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981686,0.001051878,0.00007975202,0.00006332691,0.000006424449,0.000006800237,0.0003392205,0.000003644576,0.000280394],"genre_scores_gemma":[0.9992225,0.0002929968,0.00009213795,0.00002474301,0.000009817134,0.00000735538,0.0002579665,9.813319e-7,0.00009164056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006048399,"threshold_uncertainty_score":0.01202643,"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."}}