{"id":"W2754688527","doi":"10.1002/9781119043805.ch15","title":"Advances in Oral Anti‐Diabetes Drugs in Pregnancy","year":2017,"lang":"en","type":"other","venue":"","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Renal glucose reabsorption; Internal medicine; Endocrinology; Medicine; Diabetes mellitus; Metformin; Acarbose; Glucose transporter; Gestational diabetes; Postprandial; Type 2 diabetes; Brush border; Pregnancy; Insulin; Chemistry; Biology; Gestation; Biochemistry","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":[0.000877396,0.0004431642,0.0004985137,0.001273346,0.0002775627,0.001083729,0.0004264121,0.000912259,0.01200658],"category_scores_gemma":[0.001531017,0.0001784453,0.0005603405,0.001036478,0.0003369117,0.001165547,0.0008200207,0.001914444,0.004166765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006527804,"about_ca_system_score_gemma":0.001302169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292899,"about_ca_topic_score_gemma":0.002510771,"domain_scores_codex":[0.9996456,0.00007513671,0.00005591231,0.00005023111,0.0001325417,0.0000406701],"domain_scores_gemma":[0.9992325,0.0003433222,0.0001042341,0.00003985391,0.0001945512,0.00008551966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001360609,0.0001235954,0.0004976584,0.002111647,0.0000284057,0.0002846939,0.00005553929,0.0001127523,0.001236159,0.006697183,0.02207703,0.9666394],"study_design_scores_gemma":[0.00003068343,0.0001615033,0.0009350167,0.001074185,0.00004930526,0.001273841,0.00003936496,0.00006923573,0.0006985781,0.001872367,0.9937851,0.00001074617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001349112,0.9665913,0.0008052172,0.004911267,0.001348882,0.00002059197,0.0001431396,0.00005188732,0.02477861],"genre_scores_gemma":[0.008622723,0.9765921,0.001736021,0.00226674,0.0014176,0.00003565878,0.000209447,0.00001719213,0.009102513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01200658,"threshold_uncertainty_score":0.04016602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432099473921651,"score_gpt":0.3267661180011086,"score_spread":0.3124451232618921,"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."}}