{"id":"W4394751572","doi":"10.1177/19322968241239341","title":"Continuous Glucose Monitoring Metrics for Pregnancies Complicated by Diabetes: Critical Appraisal of Current Evidence","year":2024,"lang":"en","type":"review","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pregnancy; Medicine; Gestational diabetes; Type 1 diabetes; Continuous glucose monitoring; Type 2 diabetes; Diabetes mellitus; Gestation; Glycemic; Randomized controlled trial; Intensive care medicine; Obstetrics; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002461982,0.0003304829,0.002090523,0.003110446,0.0001221973,0.0001308635,0.0009290404,0.0002829982,0.000002822199],"category_scores_gemma":[0.01378274,0.000215853,0.0003187729,0.004258826,0.002474292,0.0003128533,0.0005009843,0.0009535651,0.00000422857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001453094,"about_ca_system_score_gemma":0.0007234897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.46995e-7,"about_ca_topic_score_gemma":2.649468e-8,"domain_scores_codex":[0.9966452,0.00004293485,0.001070521,0.000472695,0.0009938232,0.0007748082],"domain_scores_gemma":[0.9951418,0.001943067,0.0005845985,0.0003642844,0.001735989,0.000230253],"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":[0.000003329274,0.0001925633,0.002728521,0.03678873,0.0001916416,0.000005287431,0.0000110188,1.958177e-8,0.001323935,0.0004437282,0.001866774,0.9564444],"study_design_scores_gemma":[0.0006438444,0.004079698,0.00006394948,0.1551771,0.005177834,0.00001732509,0.0001300362,0.0001837571,0.005896927,0.0009424879,0.8271958,0.0004912104],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007653383,0.9897469,0.00004040448,0.0005855402,0.001188655,0.0006970323,0.00002595638,0.00004312852,0.00001905312],"genre_scores_gemma":[0.0132868,0.9857249,0.0006509326,0.000006712492,0.0001795511,0.00007846139,0.000002860126,0.00003280125,0.00003696794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9559532,"threshold_uncertainty_score":0.9945246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155496261980122,"score_gpt":0.4587419656610078,"score_spread":0.3431923394629957,"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."}}