{"id":"W3157982013","doi":"10.1089/dia.2021.0073","title":"Continuous Glucose Monitoring Time-in-Range and HbA <sub>1c</sub> Targets in Pregnant Women with Type 1 Diabetes","year":2021,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Lunenfeld-Tanenbaum Research Institute; University of Calgary","funders":"Breakthrough T1D Canada; Novo Nordisk Fonden; National Institute for Health and Care Research","keywords":"Medicine; Hypoglycemia; Pregnancy; Type 1 diabetes; Type 2 diabetes; Diabetes mellitus; Continuous glucose monitoring; Glycated hemoglobin; Gestation; Glycemic; Obstetrics; Gestational diabetes; Nice; Internal medicine; Pediatrics; 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":[0.002645018,0.0002925737,0.0007425722,0.000193391,0.0001064017,0.0005617156,0.0003596958,0.000739277,0.0007588241],"category_scores_gemma":[0.005568258,0.0002187475,0.0006351924,0.0004243829,0.0002290297,0.0003845457,0.0002374403,0.001139527,0.00006991762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003417022,"about_ca_system_score_gemma":0.0005090405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828885,"about_ca_topic_score_gemma":0.001620716,"domain_scores_codex":[0.9988518,0.0008420994,0.00004737927,0.000120993,0.0000789655,0.00005877839],"domain_scores_gemma":[0.9981674,0.001065067,0.0004289677,0.00008392658,0.00004734284,0.0002072893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4078401,0.001915243,0.4150111,0.002239483,0.005476929,0.0003132795,0.0003452805,0.001991712,0.002148383,0.0011446,0.004488276,0.1570856],"study_design_scores_gemma":[0.09304877,0.05367198,0.8253199,0.001322563,0.006987829,0.0009972784,0.0004175252,0.009500782,0.001397068,0.002287653,0.004962703,0.00008589222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791628,0.01848068,0.000256122,0.0005224257,0.0001905222,0.00007213354,0.0004236351,0.000009392563,0.0008822858],"genre_scores_gemma":[0.994184,0.003879296,0.0006428894,0.000400744,0.0001463524,0.0001460632,0.0004049264,0.000004905697,0.0001908835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002645018,"threshold_uncertainty_score":0.01398838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106589328965541,"score_gpt":0.2475726795074074,"score_spread":0.236506786217752,"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."}}