{"id":"W3034028120","doi":"10.1038/s41598-020-66222-3","title":"Placental Metabolomics for Assessment of Sex-specific Differences in Fetal Development During Normal Gestation","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Birth, Development, and Health","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada; Genome Canada","keywords":"Gestation; Fetus; Metabolomics; Obstetrics; Medicine; Pregnancy; Placenta; Bioinformatics; Biology; Physiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0008435314,0.0001355422,0.0003659212,0.0001677248,0.0001748611,0.00004613875,0.00006244863,0.00005984312,0.00006038327],"category_scores_gemma":[0.00004816924,0.0001202731,0.00005860362,0.0003105415,0.00009194415,0.0001135006,0.00004791242,0.0001307568,0.000002448573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001530184,"about_ca_system_score_gemma":0.0008989357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007039717,"about_ca_topic_score_gemma":0.00003322664,"domain_scores_codex":[0.9977722,0.00002353703,0.0008388653,0.0005444029,0.0005111224,0.0003099327],"domain_scores_gemma":[0.9990851,0.00002290202,0.0004035305,0.0001910636,0.000114988,0.0001824458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429896,0.0002905634,0.9129825,0.0007590682,0.00004761953,0.0001589145,0.006777974,0.0000193155,0.07169971,0.0007015025,0.0004729053,0.005946977],"study_design_scores_gemma":[0.001224103,0.00008330595,0.9177367,0.00009419306,0.00001593564,0.0000849651,0.001222288,0.0006298783,0.07495555,0.0003915885,0.003377341,0.0001841639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953483,0.00009447704,0.001539219,0.0002869767,0.001334996,0.0007572449,0.000004464324,0.00003043028,0.0006038546],"genre_scores_gemma":[0.9784635,0.0001862859,0.02092256,0.0000462185,0.0000535148,0.00004576182,0.0001368322,0.00001256241,0.0001328028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01938334,"threshold_uncertainty_score":0.4904593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05193471549359722,"score_gpt":0.3055531252581856,"score_spread":0.2536184097645883,"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."}}