{"id":"W2889620419","doi":"10.1089/dia.2018.0102","title":"A Slow-Digesting, Low-Glycemic Load Nutritional Beverage Improves Glucose Tolerance in Obese Pregnant Women Without Gestational Diabetes","year":2018,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"National Institute for Health and Care Research","keywords":"Medicine; Glycemic; Glycemic load; Postprandial; Glycemic index; Gestational diabetes; Internal medicine; Body mass index; Diabetes mellitus; Endocrinology; Pregnancy; Obesity; Type 2 diabetes; Gestation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004122141,0.0004085278,0.0005609841,0.000778078,0.0001874317,0.00005964105,0.00043353,0.0003325819,0.0001210566],"category_scores_gemma":[0.0002284416,0.0003891938,0.00009745974,0.001049826,0.0009544599,0.000222949,0.0002064192,0.0006391732,0.0001447311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006146733,"about_ca_system_score_gemma":0.0004194713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005933686,"about_ca_topic_score_gemma":0.00001935546,"domain_scores_codex":[0.9964496,0.00006993114,0.0005657859,0.0007090219,0.0007821382,0.001423477],"domain_scores_gemma":[0.9981428,0.0002228875,0.0001781045,0.0005780549,0.0006681498,0.0002099701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006063583,0.002089801,0.6062677,0.0008179938,0.0006825189,0.00004745993,0.0009020414,0.00002926912,0.3272104,0.002079491,0.0002900405,0.05897689],"study_design_scores_gemma":[0.01904215,0.008099716,0.6367313,0.003488461,0.0002427487,0.0000161022,0.0009467704,0.019507,0.2328653,0.046093,0.0312295,0.001737943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918459,0.00290636,0.00004474511,0.003055175,0.0001388719,0.001108428,0.00006144637,0.0003354787,0.0005035995],"genre_scores_gemma":[0.9917714,0.0005535603,0.002870237,0.002919864,0.000157115,0.0009057437,0.0001238912,0.0000683805,0.0006298127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09434511,"threshold_uncertainty_score":0.999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133877614469663,"score_gpt":0.2707764618800439,"score_spread":0.2594376857353473,"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."}}