{"id":"W4389130563","doi":"10.3390/metabo13121178","title":"Metabolomics to Understand Alterations Induced by Physical Activity during Pregnancy","year":2023,"lang":"en","type":"article","venue":"Metabolites","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Toronto Metropolitan University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Gestational diabetes; Metabolomics; Offspring; Context (archaeology); Pregnancy; Insulin resistance; Diabetes mellitus; Bioinformatics; Medicine; Metabolic syndrome; Obesity; Physiology; Endocrinology; Internal medicine; Biology; Gestation; 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":[0.00007654125,0.0001143781,0.0002199436,0.0002049267,0.0001136551,0.0000499785,0.00007217073,0.00002401514,0.0000390106],"category_scores_gemma":[0.0002311178,0.0001001891,0.00007098586,0.0006426714,0.00002142668,0.0001371704,0.00008806683,0.0001154742,0.0002548218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004129585,"about_ca_system_score_gemma":0.00004101486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001585585,"about_ca_topic_score_gemma":0.000003273619,"domain_scores_codex":[0.9989044,0.00004533738,0.00009198899,0.0002485576,0.0003571468,0.0003525347],"domain_scores_gemma":[0.9993859,0.00007998532,0.00002274758,0.0002134906,0.00007760815,0.0002203029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005510495,0.0003101149,0.0007538528,0.0001599805,0.0001831306,0.00001346351,0.0007104171,0.00003972378,0.9797578,0.00507246,0.003209846,0.009734076],"study_design_scores_gemma":[0.001954004,0.000219491,0.4479204,0.0001126136,0.0001919574,0.00000190779,0.0006628302,0.001637915,0.532778,0.00196986,0.0122295,0.0003215395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945533,0.000213589,0.0002599977,0.002956395,0.00005974223,0.000553661,0.00006730451,0.0001222078,0.001213795],"genre_scores_gemma":[0.9940567,0.0001218929,0.0003165804,0.00009904068,0.00008423528,0.00009200818,0.00008409078,0.00001886861,0.005126562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4471666,"threshold_uncertainty_score":0.4085591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04833976903240655,"score_gpt":0.3389375549871331,"score_spread":0.2905977859547266,"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."}}