{"id":"W2790571061","doi":"10.1111/dme.13585","title":"Continuous glucose monitoring in pregnant women with Type 1 diabetes: benefits for mothers, using pumps or pens, and their babies","year":2018,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Breakthrough T1D Canada; National Institute for Health and Care Research; Juvenile Diabetes Research Foundation United Kingdom","keywords":"Medicine; Continuous glucose monitoring; Type 1 diabetes; Type 2 diabetes; Pregnancy; Diabetes mellitus; Insulin pump; Blood Glucose Self-Monitoring; Obstetrics; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008671317,0.0005665313,0.002303799,0.0005552286,0.00008398197,0.0000344302,0.0001969992,0.0001777012,0.00009839635],"category_scores_gemma":[0.0009225332,0.0003024269,0.00007085188,0.0005521224,0.0003491973,0.00005771965,0.0001092857,0.0002950164,0.000006888471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000309137,"about_ca_system_score_gemma":0.0003540468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002350987,"about_ca_topic_score_gemma":0.000008397262,"domain_scores_codex":[0.9971943,0.0001135131,0.0006534663,0.000638015,0.0004508749,0.0009497899],"domain_scores_gemma":[0.9977798,0.0007959752,0.0002646196,0.0004474936,0.0003001819,0.0004119346],"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":[0.0002062006,0.0001429034,0.0009712288,0.05120008,0.0006836868,0.00002988361,0.0009749684,0.000002223166,0.00003012437,0.00002331603,0.0002087951,0.9455266],"study_design_scores_gemma":[0.006252112,0.01055891,0.001729688,0.2802292,0.001559146,0.00002825338,0.002394686,0.0003400385,0.00008508859,0.0001366022,0.6957923,0.0008940483],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06197545,0.9339694,0.00001636454,0.0001037297,0.000226086,0.003521992,0.00005053017,0.00003658929,0.00009980133],"genre_scores_gemma":[0.001575386,0.9951468,0.0007415308,0.0000949814,0.0005832228,0.0007723112,0.0001495978,0.0001261114,0.0008101009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9446325,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0777951166165564,"score_gpt":0.3414535602585002,"score_spread":0.2636584436419437,"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."}}