{"id":"W4206728445","doi":"10.1111/dme.14789","title":"Impaired awareness of hypoglycaemia in women with type 1 diabetes in pregnancy: Hypoglycaemia fear, glycaemic and pregnancy outcomes","year":2022,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University Health Network; Sinai Health System; University of Toronto","funders":"Tommy's; Canadian Institutes of Health Research; Sunnybrook Research Institute; National Institute for Health and Care Research; FedDev Ontario; Juvenile Diabetes Research Foundation Canada; Juvenile Diabetes Research Foundation International","keywords":"Medicine; Pregnancy; Diabetes mellitus; Type 2 diabetes; Type 1 diabetes; Obstetrics; Hypoglycemia; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005840597,0.0003013724,0.0009662663,0.000776933,0.00007180696,0.000007889393,0.0002286756,0.00006239866,0.0004872985],"category_scores_gemma":[0.0005522601,0.0002324339,0.00003295773,0.001216115,0.0003202799,0.00009499695,0.000245655,0.0004414657,0.000003847938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003581351,"about_ca_system_score_gemma":0.0003037316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001886898,"about_ca_topic_score_gemma":0.00005424032,"domain_scores_codex":[0.9968892,0.0001843104,0.0006163322,0.0005239623,0.0009695642,0.0008166253],"domain_scores_gemma":[0.9985494,0.0003929356,0.0001694693,0.0004642416,0.0001296481,0.0002942998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003474248,0.000407717,0.9725372,0.001367915,0.0001249722,0.0001790162,0.001979652,0.0001053686,0.002979805,0.0001301809,0.0002510176,0.01958975],"study_design_scores_gemma":[0.009193634,0.003431796,0.9795862,0.003564619,0.00006269796,0.000004050172,0.001947752,0.0005658555,0.0003577109,0.0007587431,0.0002844793,0.0002425048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898083,0.006381484,0.000003520483,0.001618538,0.0001128575,0.00134412,0.00002050834,0.00003572851,0.0006749097],"genre_scores_gemma":[0.9973256,0.0004570403,0.0001933441,0.0003920877,0.00001457066,0.0005516215,0.00008688696,0.00004503911,0.0009337941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934725,"threshold_uncertainty_score":0.9478378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928554810956751,"score_gpt":0.2796368616930611,"score_spread":0.2603513135834936,"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."}}