{"id":"W3144704662","doi":"10.1111/dme.14576","title":"2020 NICE guideline update: Good news for pregnant women with type 1 diabetes and past or current gestational diabetes","year":2021,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Breakthrough T1D Canada","keywords":"Medicine; Gestational diabetes; Guideline; Nice; Type 2 diabetes; Pregnancy; Diabetes mellitus; Type 1 diabetes; Obstetrics; Gestation; Pediatrics; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009301405,0.001614745,0.004270038,0.005274069,0.001097016,0.005215782,0.004503595,0.01175599,0.02245081],"category_scores_gemma":[0.0514016,0.001121242,0.005161697,0.005720629,0.0009505624,0.003847088,0.002762498,0.009471508,0.01777717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005742931,"about_ca_system_score_gemma":0.01400361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0256052,"about_ca_topic_score_gemma":0.05005137,"domain_scores_codex":[0.9870991,0.005486543,0.002329086,0.0004911969,0.003906236,0.0006878514],"domain_scores_gemma":[0.9741706,0.008554275,0.002758511,0.0006272738,0.01195343,0.001935944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004551484,0.00002461329,0.00009826773,0.00257939,0.00005223257,0.00009061529,0.00004633745,0.00006968232,0.00002542516,0.0008106802,0.9222839,0.07387345],"study_design_scores_gemma":[0.0002306751,0.00006173382,0.001076418,0.02758503,0.0001903077,0.0003782488,0.00008756865,0.0001489639,0.00003561799,0.002331979,0.9678273,0.00004608369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007544605,0.4058511,0.003588071,0.462567,0.0278985,0.002132652,0.01279787,0.00145831,0.08295208],"genre_scores_gemma":[0.007117868,0.5201136,0.04538975,0.3331629,0.01827195,0.007161383,0.03501965,0.001010813,0.03275197],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0256052,"threshold_uncertainty_score":0.07510543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04519374819511605,"score_gpt":0.3631349697084062,"score_spread":0.3179412215132901,"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."}}