{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007585045,0.0007981962,0.0009022309,0.001672832,0.0003236468,0.001342296,0.0004185299,0.0009228838,0.002429111],"category_scores_gemma":[0.001136683,0.0002443926,0.0009369976,0.001652776,0.0003828762,0.0009194472,0.0008102279,0.001158672,0.0006223097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005715047,"about_ca_system_score_gemma":0.0008205672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289979,"about_ca_topic_score_gemma":0.002893601,"domain_scores_codex":[0.999563,0.0001140169,0.00003237742,0.0001304389,0.0001024227,0.00005760071],"domain_scores_gemma":[0.9996217,0.0001338747,0.00009434685,0.00002741174,0.00009619071,0.00002644528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001844239,0.0003736936,0.04632834,0.02294213,0.002221336,0.001663978,0.00118112,0.003600348,0.2750321,0.01580104,0.01703616,0.6119754],"study_design_scores_gemma":[0.0001316573,0.001964466,0.1880907,0.006145482,0.002687443,0.005199807,0.001893616,0.008276861,0.1825485,0.03788889,0.5647908,0.0003818895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1047311,0.8078232,0.05097358,0.005985686,0.001640468,0.0002870139,0.01014304,0.0005347433,0.01788118],"genre_scores_gemma":[0.3603302,0.5821683,0.03701124,0.004109108,0.001195662,0.0004588283,0.005644328,0.000128631,0.008953709],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002429111,"threshold_uncertainty_score":0.00812614,"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."}}