{"id":"W4282557296","doi":"10.2337/dc22-0078","title":"Continuous Glucose Monitoring Metrics and Birth Weight: Informing Management of Type 1 Diabetes Throughout Pregnancy","year":2022,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"Medical Research Council; FedDev Ontario; Breakthrough T1D Canada; Skånes universitetssjukhus; National Institute for Health and Care Research; Parker Institute for Cancer Immunotherapy; Sahlgrenska Universitetssjukhuset; Oak Foundation","keywords":"Medicine; Gestation; Percentile; Pregnancy; Birth weight; Gestational age; Gestational diabetes; Diabetes mellitus; Obstetrics; Type 2 diabetes; Reference range; Internal medicine; Continuous glucose monitoring; Endocrinology; Type 1 diabetes","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":[0.003798277,0.0004420368,0.000351783,0.0008967517,0.0001271614,0.0008268937,0.0004581711,0.0004725406,0.0004535915],"category_scores_gemma":[0.02066564,0.0002006472,0.0002805162,0.001494921,0.0001871203,0.0007221217,0.0004455867,0.0006996965,0.00007544486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192304,"about_ca_system_score_gemma":0.0003760015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003102066,"about_ca_topic_score_gemma":0.003189024,"domain_scores_codex":[0.9983468,0.000966471,0.00014762,0.0001884255,0.0002937062,0.0000570117],"domain_scores_gemma":[0.9894677,0.004229699,0.005056439,0.0003518709,0.0005924057,0.0003019281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002163924,0.00002251307,0.9740327,0.00006282693,0.0001018098,0.00002988243,0.0000711174,0.0002204221,0.0001274265,0.00002975505,0.0002784083,0.02480673],"study_design_scores_gemma":[0.00001509713,0.0002774376,0.9965065,0.0001365875,0.0001136527,0.0001598389,0.0001365452,0.001849184,0.0001409984,0.0000887276,0.0005674136,0.000008109272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822061,0.01077427,0.002643076,0.001565007,0.00007757376,0.0000244482,0.001082088,0.00003399382,0.001593331],"genre_scores_gemma":[0.993037,0.002877996,0.003383294,0.000125399,0.00007757357,0.00002382506,0.0003744488,0.000005668644,0.00009478914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798277,"threshold_uncertainty_score":0.02008742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015314390981605,"score_gpt":0.2767903467217224,"score_spread":0.2614759557401174,"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."}}