{"id":"W3092499429","doi":"","title":"A Multi-Omics Epidemiologic Study of Alzheimer’s disease","year":2020,"lang":"en","type":"article","venue":"RePub (Erasmus University, Rotterdam)","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; National Institute on Aging; Canadian Institutes of Health Research; Dementias Platform UK; National Institute of Neurological Disorders and Stroke; IXICO; H. Lundbeck A/S; Servier; Innovative Medicines Initiative; Karl-Franzens-Universität Graz; National Institutes of Health; Österreichische Forschungsförderungsgesellschaft; Medizinische Universität Graz; Oesterreichische Nationalbank; Eisai; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Genentech; Erasmus Medisch Centrum; European Regional Development Fund; Bundesministerium für Bildung und Forschung; Instituto de Salud Carlos III; Austrian Science Fund; ZonMw; EU Joint Programme – Neurodegenerative Disease Research; Alzheimer Nederland; Biogen; BioClinica; Pfizer; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; KWF Kankerbestrijding; University of Toronto; National Human Genome Research Institute; UK Dementia Research Institute; European Federation of Pharmaceutical Industries and Associations; Eli Lilly and Company; U.S. Department of Defense; Medical Research Council; Meso Scale Diagnostics; European Commission; Bristol-Myers Squibb","keywords":"Disease; Dementia; Omics; Mechanism (biology); Bioinformatics; Medicine; Neuroscience; Biology; Pathology","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":[0.000190616,0.0002243483,0.0007319064,0.0001369051,0.0001237843,0.000006503716,0.0002009227,0.00006529853,0.00007335909],"category_scores_gemma":[0.0003140252,0.0002043653,0.0002186854,0.0003656494,0.0001161152,0.000102023,0.0003885559,0.0002089179,0.0000324987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003581263,"about_ca_system_score_gemma":0.00008782224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001078888,"about_ca_topic_score_gemma":0.00001017194,"domain_scores_codex":[0.9985528,0.0001563528,0.0003035771,0.0004587116,0.0002373363,0.0002912435],"domain_scores_gemma":[0.998776,0.00007472711,0.0001828205,0.0003738268,0.0001538053,0.0004388596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002878129,0.004397083,0.9515805,0.0002665163,0.001926686,0.001899845,0.01118747,0.0001491348,0.003946005,0.0003519615,0.01725093,0.004165787],"study_design_scores_gemma":[0.008481414,0.0009282207,0.9608651,0.00004494997,0.002072664,0.000003309162,0.009055061,0.000670142,0.00009759411,0.00002029381,0.01745212,0.0003091416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921041,0.000701,0.0001575088,0.004021322,0.0001866969,0.001021671,0.0000319422,0.000134664,0.001641083],"genre_scores_gemma":[0.9967111,0.0003577041,0.001009516,0.00126924,0.0001466158,0.00000249248,0.00001515785,0.00001886139,0.0004692775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009284643,"threshold_uncertainty_score":0.8333774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09500502896608783,"score_gpt":0.298285859769548,"score_spread":0.2032808308034602,"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."}}