{"id":"W2952779255","doi":"10.1017/s2040174419000175","title":"Profiles of gene expression in maternal blood predict offspring birth weight in normal pregnancy","year":2019,"lang":"en","type":"article","venue":"Journal of Developmental Origins of Health and Disease","topic":"Birth, Development, and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Offspring; Birth weight; Pregnancy; Biology; Gestation; Andrology; Placenta; Physiology; Fetus; Medicine; 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":[0.0001656503,0.00009661569,0.0001288722,0.0003193601,0.00008075559,0.0002310967,0.0001009524,0.0001378329,0.0004969363],"category_scores_gemma":[0.0006582669,0.0001226345,0.0001113971,0.0003411179,0.00008749907,0.00006350117,0.0001275245,0.0001847034,0.0001420041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119871,"about_ca_system_score_gemma":0.00009821678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492988,"about_ca_topic_score_gemma":0.001834263,"domain_scores_codex":[0.9999146,0.00001778111,0.000003826216,0.00002881578,0.00001689526,0.00001796225],"domain_scores_gemma":[0.9997762,0.00008664098,0.00007137694,0.00002223707,0.00001885763,0.00002468074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005115528,0.00003155148,0.9349734,0.00001697168,0.00003929541,0.00007607819,0.0001762372,0.0001536356,0.05679528,0.00005059449,0.00006916984,0.007106307],"study_design_scores_gemma":[0.00000229967,0.00005845171,0.997306,0.000002256348,0.00001206733,0.00008793054,0.00006479395,0.000270716,0.002025449,0.00005503687,0.0001132721,0.000001813884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989957,0.0001113136,0.0003001596,0.000008883813,0.000001057191,0.000002035307,0.0003921252,0.000004232392,0.0001844263],"genre_scores_gemma":[0.9981368,0.0002220858,0.0006941867,0.00001434641,0.000001694516,0.00001232274,0.0006115112,0.000003787999,0.0003033609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001492988,"threshold_uncertainty_score":0.00296855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269935521970215,"score_gpt":0.2688954673742593,"score_spread":0.2561961121545572,"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."}}