{"id":"W2772539994","doi":"10.1101/224139","title":"Placenta DNA Methylation Adaptation to Maternal Glucose Tolerance in Pregnancy","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke","funders":"American Diabetes Association","keywords":"Epigenetics; DNA methylation; Epigenome; Pregnancy; Placenta; CpG site; Fetus; Methylation; Biology; Gestation; Andrology; Endocrinology; Internal medicine; Gene; Medicine; Gene expression; Genetics","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":[0.0002941526,0.0001126625,0.0001928248,0.0002573662,0.0001164606,0.0002479148,0.0001343114,0.0001683493,0.001564092],"category_scores_gemma":[0.0009754382,0.0001394422,0.000135859,0.000370961,0.00015152,0.00008622796,0.0002239737,0.00021383,0.0001186293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001679202,"about_ca_system_score_gemma":0.0001636785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003227073,"about_ca_topic_score_gemma":0.002455328,"domain_scores_codex":[0.9998215,0.00006476309,0.000007021153,0.00005289264,0.00002775006,0.00002605783],"domain_scores_gemma":[0.9997315,0.00008322359,0.0001097649,0.00003180121,0.00002241777,0.00002128234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001120371,0.00003535963,0.8055845,0.0001236907,0.0004203209,0.0003122911,0.0004822134,0.0006468507,0.1622157,0.0004833426,0.0006401084,0.02793532],"study_design_scores_gemma":[0.000005619801,0.00005448662,0.992785,0.000007507047,0.00004339803,0.0002202581,0.00005629507,0.0004403584,0.005600506,0.0002765634,0.0005067538,0.000003283091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944259,0.001677758,0.001946268,0.0001711348,0.00001324562,0.000004990799,0.0007574451,0.00002548527,0.0009775891],"genre_scores_gemma":[0.9984425,0.0003012996,0.0005052691,0.00004157204,0.000005660052,0.000007761632,0.0001989127,0.000006438818,0.0004905676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003227073,"threshold_uncertainty_score":0.006416619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271719145725784,"score_gpt":0.2769366554062259,"score_spread":0.2497647408336475,"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."}}