{"id":"W2973779680","doi":"10.1111/dme.14137","title":"Severe neonatal hypoglycaemia and intrapartum glycaemic control in pregnancies complicated by type 1, type 2 and gestational diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Gestational diabetes; Obstetrics; Neonatal hypoglycemia; Pregnancy; Type 2 diabetes; Odds ratio; Gestational age; Type 1 diabetes; Univariate analysis; Gestation; Logistic regression; Retrospective cohort study; Diabetes mellitus; Hypoglycemia; Internal medicine; Endocrinology; Multivariate analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002799298,0.0001870258,0.0004269755,0.0001877525,0.00003588414,0.0000156958,0.00007609415,0.00007240072,0.0003845642],"category_scores_gemma":[0.0004727841,0.0001507104,0.00001370649,0.0003721912,0.0002854623,0.00008526178,0.00005180672,0.0002260339,0.0000552269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004968996,"about_ca_system_score_gemma":0.00007764801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002887315,"about_ca_topic_score_gemma":0.000005037582,"domain_scores_codex":[0.9984757,0.00005835705,0.0002823745,0.0003573882,0.0004165818,0.0004096506],"domain_scores_gemma":[0.9988341,0.0004274025,0.00006165567,0.000187575,0.0002284901,0.0002608092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004475043,0.0001359675,0.8923561,0.001275183,0.0001955695,0.00003024305,0.0004716358,0.00001634467,0.054842,0.001487214,0.03265525,0.01608701],"study_design_scores_gemma":[0.01106592,0.002009135,0.9574257,0.001005973,0.0001114109,0.00001934224,0.0003374155,0.006290967,0.0004572817,0.00114365,0.01982336,0.0003098127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985332,0.006320511,0.00001795098,0.006241522,0.0001121508,0.0008848252,0.00003114393,0.00003252946,0.001027352],"genre_scores_gemma":[0.9950879,0.0006468191,0.0001363448,0.002049609,0.00004565877,0.00003756293,0.0004754896,0.0000207414,0.00149989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06506964,"threshold_uncertainty_score":0.6145794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009765047614651608,"score_gpt":0.2513636673696484,"score_spread":0.2415986197549968,"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."}}