{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000884727,0.0008357274,0.003119498,0.0004238079,0.0001417352,0.00006899783,0.0002991342,0.0001999612,0.001342611],"category_scores_gemma":[0.001790093,0.0004932651,0.0001615569,0.0009859218,0.0003753374,0.0001057292,0.0002244925,0.0005610987,0.00004395762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214341,"about_ca_system_score_gemma":0.001319541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003270775,"about_ca_topic_score_gemma":0.000006623869,"domain_scores_codex":[0.9948573,0.0002217757,0.001368714,0.001112667,0.001176117,0.001263421],"domain_scores_gemma":[0.9954669,0.001383508,0.0005052939,0.0006821008,0.001017749,0.0009444443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006954251,0.0002648467,0.0004120624,0.04912535,0.001122258,0.00003673318,0.00009779757,0.000001145888,0.000003880866,0.0002075137,0.1031665,0.8454924],"study_design_scores_gemma":[0.002714275,0.00296424,0.000302872,0.04357353,0.002276506,0.000009240416,0.0001815178,0.00009406105,0.000002401651,0.0001005796,0.9472744,0.0005063327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006374717,0.9916525,0.0001024773,0.002848047,0.0004248969,0.003766034,0.0002978443,0.00006819002,0.0002025518],"genre_scores_gemma":[0.00003547269,0.9817576,0.002172687,0.001172294,0.001193304,0.002357711,0.009227498,0.0001527238,0.001930648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.844986,"threshold_uncertainty_score":0.9997519,"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."}}