{"id":"W2730294397","doi":"10.1016/j.earlhumdev.2017.06.009","title":"Maternal body mass index impacts fetal-placental size at birth and umbilical cord oxygen values with implications for regulatory mechanisms","year":2017,"lang":"en","type":"article","venue":"Early Human Development","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"","keywords":"Overweight; Underweight; Medicine; Placental insufficiency; Body mass index; Obstetrics; Umbilical cord; Fetus; Birth weight; Umbilical artery; Intrauterine growth restriction; Pregnancy; Obesity; Gestational age; Small for gestational age; Placenta; Endocrinology; Biology","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":[0.0005473236,0.0003238222,0.000262661,0.0003882698,0.0002388567,0.0007216776,0.0003275078,0.000322982,0.002326559],"category_scores_gemma":[0.00172174,0.0002301507,0.0003725754,0.0004639339,0.0004883035,0.0003710086,0.0004071056,0.0005286033,0.0001764407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003760648,"about_ca_system_score_gemma":0.0004859239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276911,"about_ca_topic_score_gemma":0.002004175,"domain_scores_codex":[0.9996769,0.0001369791,0.00001438205,0.0000730753,0.00004301796,0.00005552303],"domain_scores_gemma":[0.9991649,0.0003989374,0.0001885292,0.0001104652,0.00003811063,0.00009897444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006507174,0.0004597714,0.9179816,0.0001158261,0.0005604256,0.0008922733,0.0009147938,0.0002799479,0.02912519,0.002026466,0.0004721642,0.04066436],"study_design_scores_gemma":[0.00001160739,0.0002235117,0.996854,0.00001977068,0.00009626107,0.0001401201,0.0002309875,0.0001071085,0.001420641,0.0003679532,0.000523414,0.000004567175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923308,0.003110648,0.0005540526,0.0003000608,0.0000369646,0.00001097174,0.000238575,0.0000081854,0.0034098],"genre_scores_gemma":[0.9974406,0.0008925923,0.0002527834,0.00009161184,0.00002080985,0.00001060148,0.0001140482,0.000008442878,0.001168601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00276911,"threshold_uncertainty_score":0.007783055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382824327317738,"score_gpt":0.2861558530870865,"score_spread":0.2623276098139091,"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."}}