{"id":"W4385969380","doi":"10.1111/dme.15205","title":"Gestational diabetes: One size does not fit all—an observational study of maternal and neonatal outcomes by maternal glucose profile","year":2023,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; University of Alberta; Canadian VIGOUR Centre; University of Toronto; Alberta Medical Association; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gestational diabetes; Insulin resistance; Internal medicine; Diabetes mellitus; Gestational age; Population; Insulin; Endocrinology; Cohort; Pregnancy; Obstetrics; Gestation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001468685,0.0003240328,0.0004590269,0.0005567486,0.0007977126,0.0006355173,0.001038043,0.0006214938,0.00041734],"category_scores_gemma":[0.003657774,0.0004474101,0.0006397308,0.001899465,0.000501983,0.0004281884,0.0006580452,0.0007027415,0.00009874529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378844,"about_ca_system_score_gemma":0.001990911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1832978,"about_ca_topic_score_gemma":0.2076443,"domain_scores_codex":[0.9986034,0.0003507345,0.0001480284,0.0003732815,0.0003379778,0.0001866638],"domain_scores_gemma":[0.9973052,0.0003313515,0.001283622,0.0004895798,0.0002218335,0.0003684397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000774615,0.00001577365,0.99927,0.000004207528,0.00008125261,0.00004199677,0.00004520876,0.00001699258,0.00007212717,0.00001692836,0.00006996495,0.0002880224],"study_design_scores_gemma":[0.00001584286,0.00006189428,0.9990238,0.00001240554,0.00006794283,0.0001612386,0.0002187427,0.0002204699,0.00002522336,0.00002951135,0.0001588264,0.000004047381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985863,0.000322748,0.0001289487,0.00008077239,0.00001019038,0.00001322666,0.000661079,0.000003469423,0.0001931437],"genre_scores_gemma":[0.9989524,0.0001378474,0.0001331407,0.00005635077,0.000008891217,0.00001283154,0.0006208877,0.000001888714,0.00007577085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1832978,"threshold_uncertainty_score":0.3644618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0807620020058055,"score_gpt":0.3480471421434927,"score_spread":0.2672851401376872,"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."}}