{"id":"W2992371349","doi":"10.1186/s12864-019-6308-7","title":"Human gene expression variability and its dependence on methylation and aging","year":2019,"lang":"en","type":"article","venue":"BMC Genomics","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Cancer Society","keywords":"Biology; Gene expression; Gene; Genetics; Population; Gene expression profiling; DNA methylation; Regulation of gene expression; DNA microarray; Phenotype; Methylation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008134135,0.0001067795,0.0002072316,0.0004420891,0.0001339286,0.000242707,0.0001526294,0.000227496,0.0006457806],"category_scores_gemma":[0.002052515,0.00008635064,0.000204237,0.0005429095,0.0003866958,0.0001509629,0.0001937214,0.0002840388,0.0001185351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222599,"about_ca_system_score_gemma":0.0001280652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009056886,"about_ca_topic_score_gemma":0.0009936321,"domain_scores_codex":[0.9995229,0.0001590212,0.00002847895,0.0001622416,0.0001005275,0.00002679821],"domain_scores_gemma":[0.9982038,0.001008015,0.0004518182,0.0001703448,0.0001218769,0.0000441693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009719582,0.00003908366,0.5305791,0.0002474601,0.0004116064,0.0002469431,0.0006249842,0.003872256,0.3829495,0.001516677,0.0003974295,0.078143],"study_design_scores_gemma":[0.000005840681,0.0001784836,0.9531752,0.00001518316,0.00009133627,0.0007330538,0.00006526376,0.004825444,0.03671958,0.002192154,0.001977435,0.00002106146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685532,0.003679383,0.0250745,0.0001670379,0.00001861103,0.00001978158,0.000858591,0.00006890125,0.001559998],"genre_scores_gemma":[0.9944332,0.0004652716,0.004502343,0.0000414241,0.00001678237,0.00001675937,0.0002824831,0.00001399282,0.0002276484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009056886,"threshold_uncertainty_score":0.004301786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987895560101323,"score_gpt":0.2750042623700155,"score_spread":0.2551253067690023,"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."}}