{"id":"W4406209889","doi":"10.1002/alz.092675","title":"Associations between peripheral blood DNA methylation and FDG‐PET signal in AD individuals","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Peripheral blood; DNA methylation; Peripheral; Methylation; DNA; SIGNAL (programming language); Medicine; Biology; Computational biology; Cancer research; Oncology; Internal medicine; Computer science; Genetics; Gene; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002358359,0.0002502548,0.0003093017,0.0005129356,0.0001641476,0.00037419,0.0001513409,0.0002802874,0.002254966],"category_scores_gemma":[0.0009346682,0.0001527863,0.000163664,0.0004952401,0.0001254506,0.000135623,0.0001797542,0.0002167122,0.0002220949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350466,"about_ca_system_score_gemma":0.00007256216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618483,"about_ca_topic_score_gemma":0.001958011,"domain_scores_codex":[0.9998655,0.0000302896,0.00001408103,0.00005822382,0.00001552403,0.00001631848],"domain_scores_gemma":[0.999713,0.00007743083,0.0001084816,0.00003426708,0.00003930262,0.00002747955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001513257,0.00004506248,0.9697409,0.00005322566,0.0002592516,0.0002279544,0.0001242521,0.0001967638,0.01464076,0.00008051218,0.0002554181,0.01286264],"study_design_scores_gemma":[0.000009770164,0.00009890137,0.9966092,0.000007664632,0.00008763446,0.0006291303,0.00005119332,0.0004746211,0.001620699,0.0001344906,0.0002715427,0.000005070517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978958,0.0004922234,0.0004492012,0.00002559191,0.000003385493,0.000003933849,0.0006538898,0.00001926912,0.0004567334],"genre_scores_gemma":[0.9988928,0.00009749218,0.0003743794,0.00001318067,0.000005193964,0.000006112281,0.0002854468,0.000005524725,0.0003198988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002254966,"threshold_uncertainty_score":0.007543623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117204061124683,"score_gpt":0.2847468808448419,"score_spread":0.2635748402335951,"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."}}