{"id":"W4386594185","doi":"10.1016/j.placenta.2023.07.057","title":"Second trimester cell-free placental DNA methylation profiles in preterm birth subtypes","year":2023,"lang":"en","type":"article","venue":"Placenta","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto; McMaster University","funders":"","keywords":"Cell-free fetal DNA; DNA methylation; Obstetrics; First trimester; Methylation; Medicine; Second trimester; Andrology; DNA; Pregnancy; Biology; Genetics; Fetus; Prenatal diagnosis; Gene; Gene expression","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":[],"consensus_categories":[],"category_scores_codex":[0.0002525219,0.0001457753,0.0002108965,0.0002018867,0.00003972931,0.00002740001,0.0001384684,0.0001062857,0.0003148689],"category_scores_gemma":[0.0003206817,0.000130069,0.00005765717,0.0003294055,0.00003336697,0.0001160339,0.0001379158,0.0001930862,0.0003001553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007295745,"about_ca_system_score_gemma":0.00007039816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004676764,"about_ca_topic_score_gemma":0.0000853295,"domain_scores_codex":[0.9988785,0.00005554207,0.0002289221,0.0002671393,0.0002578715,0.0003120492],"domain_scores_gemma":[0.9991659,0.0003128764,0.00005896203,0.0003155095,0.00002049767,0.0001262546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002044096,0.0004406549,0.8613473,0.000701017,0.00006496989,0.0004196875,0.001715732,0.00006815577,0.02580481,0.0001848836,0.1023686,0.004840055],"study_design_scores_gemma":[0.009189896,0.0004193132,0.7215892,0.0003383424,0.00006640155,0.00003943616,0.0005546684,0.002943863,0.252294,0.0002561418,0.01191806,0.0003906558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873845,0.000223318,0.00001074528,0.0004682016,0.0002087719,0.0004725769,0.0001240787,0.000191528,0.01091627],"genre_scores_gemma":[0.9934729,0.00004875728,0.0002774329,0.0001830093,0.0001126899,0.00002896079,0.0002918385,0.00002725395,0.005557126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2264892,"threshold_uncertainty_score":0.5304061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919488069819358,"score_gpt":0.2635549995805718,"score_spread":0.2443601188823782,"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."}}