{"id":"W4200090147","doi":"10.1002/dev.22222","title":"Cumulative risks predict epigenetic age in adult survivors of extremely low birth weight","year":2021,"lang":"en","type":"article","venue":"Developmental Psychobiology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research, Innovation and Science","keywords":"dNaM; Epigenetics; DNA methylation; Low birth weight; Body mass index; CpG site; Biological age; Birth weight; Young adult; Medicine; Physiology; Internal medicine; Biology; Gerontology; Genetics; Pregnancy","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":[0.0002636261,0.0001364219,0.0001390231,0.0003028411,0.0001244392,0.0002256974,0.0001217509,0.0002206364,0.001138208],"category_scores_gemma":[0.001326732,0.0001073303,0.0001163546,0.0002378493,0.0001083856,0.0001490754,0.0002886045,0.0002742567,0.0001175328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007393679,"about_ca_system_score_gemma":0.00009252051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836991,"about_ca_topic_score_gemma":0.002216479,"domain_scores_codex":[0.9999214,0.00002214747,0.000005189668,0.00002156788,0.00001390228,0.00001566077],"domain_scores_gemma":[0.9994325,0.0001024618,0.0002529356,0.00004115211,0.00005612887,0.0001148334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001708758,0.00002028437,0.9949113,0.000004990145,0.00001772112,0.00003836404,0.00008599249,0.00003353263,0.001598138,0.00001990737,0.00004018171,0.003058715],"study_design_scores_gemma":[0.000001052543,0.00007641954,0.9994888,0.000002016404,0.000007692996,0.00007525909,0.00005751443,0.00008530071,0.000130027,0.00002293673,0.00005186921,0.000001074202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995649,0.0001222681,0.0001240047,0.00001506234,0.000001760263,0.000001327036,0.00007282002,0.000001916107,0.00009574659],"genre_scores_gemma":[0.9995408,0.00006110565,0.00009865437,0.000007158872,0.000002895639,0.000002195342,0.00007700609,8.725908e-7,0.0002093518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001836991,"threshold_uncertainty_score":0.003807664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734232931758744,"score_gpt":0.3277258737787594,"score_spread":0.280383544461172,"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."}}