{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002168726,0.0007239439,0.002771012,0.00158242,0.0002003614,0.001432768,0.0008353036,0.001709585,0.003342656],"category_scores_gemma":[0.00964382,0.000332826,0.002071231,0.001954766,0.0003714091,0.001022942,0.0004495185,0.001035545,0.0003182045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007683244,"about_ca_system_score_gemma":0.001484457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848311,"about_ca_topic_score_gemma":0.002860654,"domain_scores_codex":[0.998572,0.0005948383,0.0003553755,0.0001375704,0.0002785339,0.00006168483],"domain_scores_gemma":[0.9940338,0.00431086,0.001233607,0.00003904303,0.0003153662,0.00006751088],"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":[0.001050867,0.0000813364,0.001055446,0.4032116,0.002167607,0.0002179679,0.0001304918,0.0001773148,0.0004207644,0.000623045,0.01037726,0.5804864],"study_design_scores_gemma":[0.001801686,0.002112643,0.01625801,0.769358,0.02249332,0.003413585,0.00066262,0.0003165624,0.0006493568,0.002056201,0.1807761,0.0001019212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002126603,0.9993029,0.00001952458,0.0002697052,0.00008987006,0.000006027066,0.0000113518,0.000001114085,0.0000868335],"genre_scores_gemma":[0.002317893,0.9969215,0.0001083143,0.0003718206,0.0001806633,0.00002514123,0.00001335694,0.000001035479,0.00006028852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003342656,"threshold_uncertainty_score":0.01146948,"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."}}