{"id":"W4283317994","doi":"10.1186/s13148-022-01296-6","title":"Maternal epigenetic clocks measured during pregnancy do not predict gestational age at delivery or offspring birth outcomes: a replication study in metropolitan Cebu, Philippines","year":2022,"lang":"en","type":"article","venue":"Clinical Epigenetics","topic":"Birth, Development, and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; iCo Therapeutics (Canada); University of British Columbia","funders":"Canadian Institutes of Health Research; National Institute on Aging; National Science Foundation","keywords":"Offspring; Epigenetics; Pregnancy; Gestational age; Birth weight; Reproductive medicine; Demography; Medicine; Live birth; Obstetrics; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001466097,0.0003520143,0.0009075632,0.000335568,0.0004388614,0.00003187335,0.0003807117,0.000159805,0.0004564022],"category_scores_gemma":[0.001099334,0.0003124538,0.0002080133,0.000485078,0.0001461989,0.000048623,0.0004964953,0.0007534506,0.00002827785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104699,"about_ca_system_score_gemma":0.0006716304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002172254,"about_ca_topic_score_gemma":0.0009330113,"domain_scores_codex":[0.9943246,0.0005676732,0.002204512,0.001101898,0.001147874,0.0006534476],"domain_scores_gemma":[0.9973223,0.0004467251,0.0005068685,0.00110215,0.0001972911,0.0004246226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009618116,0.001488343,0.9920484,0.0002752205,0.0001695353,0.0003970221,0.0007218319,0.0001343138,0.0003749292,0.0001785656,0.00002525523,0.003224713],"study_design_scores_gemma":[0.005754731,0.001421361,0.990086,0.0001839972,0.0001142074,0.00004836696,0.0007416215,0.0002577338,0.0003618462,0.0004981108,0.0002301041,0.0003018777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955904,0.0007152917,0.00009331599,0.0006291202,0.0005975906,0.001942363,0.00007905062,0.0001166004,0.0002362387],"genre_scores_gemma":[0.9861748,0.009939079,0.001993166,0.0004849546,0.0002145283,0.0003830843,0.00004765861,0.00007908048,0.0006836707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009415652,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1080615679578966,"score_gpt":0.3844887306532039,"score_spread":0.2764271626953073,"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."}}