{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001278624,0.000293629,0.0004468276,0.0002652987,0.0001765453,0.00009714351,0.0001625099,0.000144532,0.00005322951],"category_scores_gemma":[0.000052937,0.000276077,0.0001022651,0.0002152013,0.0001365581,0.0001899976,0.0001973117,0.0002797895,0.00001497808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007498745,"about_ca_system_score_gemma":0.0001371029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003599842,"about_ca_topic_score_gemma":0.00007033727,"domain_scores_codex":[0.9984567,0.0000582058,0.0004057381,0.0004715098,0.000160631,0.0004472035],"domain_scores_gemma":[0.9990023,0.00007428701,0.0001058741,0.0004703024,0.00006883266,0.0002784074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007394513,0.0001369844,0.7079567,0.0009823097,0.0006145382,0.0002084404,0.001651472,0.00001241943,0.1786876,0.0005899604,0.0001402866,0.1082799],"study_design_scores_gemma":[0.003091809,0.0004172924,0.9561659,0.000366145,0.0003043706,0.0001052806,0.0002208725,0.0007239105,0.02683702,0.0002793105,0.01096155,0.0005265589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946613,0.001713872,0.0004451783,0.0002379161,0.0007379287,0.0004487289,0.00003709919,0.0002011735,0.001516794],"genre_scores_gemma":[0.9914678,0.004783147,0.0008416421,0.0002767812,0.0003397794,0.0000735573,0.00004749902,0.00004668434,0.002123137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2482092,"threshold_uncertainty_score":0.9999691,"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."}}