{"id":"W4416818334","doi":"10.1016/j.gimo.2025.103479","title":"Epigenetic age and neurodevelopmental outcomes in children born preterm","year":2025,"lang":"en","type":"article","venue":"Genetics in Medicine Open","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; SickKids Foundation; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Kids Brain Health Network; BC Children's Hospital","keywords":"Epigenetics; Cognition; Mechanism (biology); Premature birth; DNA methylation; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004101371,0.0002175096,0.0005635177,0.000369617,0.00004478258,0.00003237804,0.0003364969,0.0001046196,0.00008782825],"category_scores_gemma":[0.0001240716,0.0001800144,0.00002150383,0.0003333331,0.0001368444,0.00004299855,0.0004582477,0.0002560102,0.000002437432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006680349,"about_ca_system_score_gemma":0.0001582549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001401304,"about_ca_topic_score_gemma":0.0001848135,"domain_scores_codex":[0.9984953,0.00006179458,0.0005060345,0.000412462,0.0002140913,0.0003102651],"domain_scores_gemma":[0.9994448,0.00006544354,0.00005324138,0.0003192597,0.00002904042,0.00008824984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006327149,0.00001679216,0.9851434,0.00004839355,0.00003787635,0.0001301317,0.001529663,0.000001498238,0.0003104071,0.00005605101,0.0005246996,0.01213778],"study_design_scores_gemma":[0.004254878,0.0001362016,0.9909124,0.0005099083,0.00003942264,0.00003373715,0.0001356615,0.0000364219,0.0003823839,0.0004322823,0.002934108,0.0001925786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636354,0.0009133914,0.00000842481,0.001864646,0.0002329342,0.001480282,0.000009028984,0.00001401027,0.03184181],"genre_scores_gemma":[0.990398,0.001000416,0.004052897,0.002895104,0.00003439968,0.00007113623,0.000136063,0.00001971249,0.001392249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03044957,"threshold_uncertainty_score":0.7340775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850921826562608,"score_gpt":0.3176047820681189,"score_spread":0.2990955638024928,"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."}}