{"id":"W4405988748","doi":"10.1159/000543372","title":"Exploring Differentially Methylated Genes among Preterm Birth and Full-Term Birth","year":2025,"lang":"en","type":"article","venue":"Lifestyle Genomics","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"Qatar National Library; Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"DNA methylation; Epigenetics; CpG site; Methylation; Differentially methylated regions; Fetus; Biology; Gene; Cord blood; Andrology; Biomarker; Physiology; Immunology; Genetics; Medicine; Gene expression; Pregnancy","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":[0.0003463934,0.0002200367,0.0004248559,0.001019153,0.0002236133,0.0003305161,0.00024809,0.0003067106,0.002124995],"category_scores_gemma":[0.0008636601,0.0001063303,0.0003771786,0.001046944,0.0002024776,0.0001338799,0.0003473441,0.0002153117,0.0002412643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590629,"about_ca_system_score_gemma":0.0003373963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702043,"about_ca_topic_score_gemma":0.001710139,"domain_scores_codex":[0.9997072,0.00003901305,0.00002545435,0.0001114456,0.00006113278,0.00005572656],"domain_scores_gemma":[0.999582,0.0001285848,0.0001517452,0.00002660009,0.00005324477,0.00005787762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002588397,0.00007329096,0.8233923,0.0007324321,0.0005242774,0.0008228282,0.0004439816,0.000396485,0.1264811,0.000169811,0.0004730416,0.04390205],"study_design_scores_gemma":[0.00002380925,0.0002916718,0.9822137,0.00004118026,0.0002760393,0.001390406,0.0002459742,0.0008205598,0.01266368,0.0003366936,0.001685126,0.00001108447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929336,0.002725364,0.001318532,0.0000489142,0.0000109788,0.00001912841,0.002335055,0.00002817325,0.00058012],"genre_scores_gemma":[0.9952155,0.0006524103,0.001413133,0.00003770048,0.000007659858,0.00004084706,0.002115016,0.000008470236,0.0005091033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002124995,"threshold_uncertainty_score":0.007108808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772487033202975,"score_gpt":0.2459896055585835,"score_spread":0.2182647352265537,"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."}}