{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154581,0.0001859392,0.0003070274,0.0004030592,0.0002004249,0.0004589538,0.0002350746,0.0003668297,0.0009945285],"category_scores_gemma":[0.005534787,0.0002341514,0.000456926,0.0005412292,0.0002247294,0.0003405608,0.0004090302,0.0006077396,0.00008867158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002584742,"about_ca_system_score_gemma":0.0002799327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630523,"about_ca_topic_score_gemma":0.002608348,"domain_scores_codex":[0.9995932,0.000169085,0.00003967727,0.00005588737,0.00007241487,0.00006976773],"domain_scores_gemma":[0.998209,0.0005113254,0.001010057,0.00006530587,0.00005090025,0.0001534354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002054699,0.00004249455,0.9972997,0.00002395736,0.00005133472,0.00005696462,0.0001042538,0.00002101637,0.00005139046,0.00001043085,0.00003208501,0.002100927],"study_design_scores_gemma":[0.000009420264,0.0002480171,0.9990047,0.00002676892,0.0000387537,0.0002442442,0.0002033323,0.0001136628,0.00002753248,0.00002513146,0.00005561814,0.00000289093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987069,0.0007422481,0.00003995019,0.00006934723,0.000004793033,0.000009910458,0.0001144499,8.896041e-7,0.000311496],"genre_scores_gemma":[0.9993258,0.0004080654,0.00005176543,0.00002593454,0.000006242593,0.00001355322,0.00007523433,5.319158e-7,0.00009299861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002630523,"threshold_uncertainty_score":0.006106138,"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."}}