{"id":"W7088611302","doi":"10.6084/m9.figshare.c.8083606","title":"Distinct maternal DNA methylation associations with gestational age at early and late-mid term pregnancy in a low- and middle-income country: evaluation of biological, genetic, and psychosocial contributors","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Protein Kinase Regulation and GTPase Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University; BC Children's Hospital; Queen's University; University of British Columbia","funders":"","keywords":"DNA methylation; Epigenetics; Epigenome; Pregnancy; Fetus; Microarray; Methylation","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":[0.0003425907,0.0001768915,0.0001418669,0.0003375775,0.0003801682,0.0003612013,0.0001918669,0.0002471256,0.001492395],"category_scores_gemma":[0.0009648941,0.0001612463,0.0001777694,0.0004680282,0.0002268819,0.0001359392,0.0003415292,0.0002982577,0.0001408842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226848,"about_ca_system_score_gemma":0.0002100601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121223,"about_ca_topic_score_gemma":0.01414354,"domain_scores_codex":[0.9997969,0.00006634597,0.00001513954,0.00005454001,0.00002371168,0.00004340908],"domain_scores_gemma":[0.9996283,0.0001056807,0.0001286239,0.00003685445,0.00004841258,0.00005215603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118977,0.00001247609,0.9967853,0.000008741999,0.0000234303,0.00006549169,0.0002347944,0.0000231121,0.001336888,0.00001957823,0.00004349278,0.001334775],"study_design_scores_gemma":[0.000001323548,0.00004712316,0.9991371,0.000004702576,0.00001244387,0.00008033062,0.0003247531,0.00007999432,0.0001934511,0.0000107583,0.0001063042,0.000001603044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992811,0.00008010235,0.0001222609,0.00002346877,0.00000215202,0.000004118162,0.0002838397,0.000001105541,0.0002019697],"genre_scores_gemma":[0.9994766,0.00004510315,0.0001557167,0.00001532057,0.000001629242,0.00000760446,0.0001427658,8.783816e-7,0.0001544544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121223,"threshold_uncertainty_score":0.02229393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445862004138284,"score_gpt":0.2760659592936964,"score_spread":0.2516073392523136,"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."}}