{"id":"W3164252181","doi":"10.2196/28630","title":"Telemedical Approaches to Managing Gestational Diabetes Mellitus During COVID-19: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR Pediatrics and Parenting","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; CINAHL; Telemedicine; MEDLINE; Cochrane Library; Psychological intervention; Pandemic; Randomized controlled trial; Context (archaeology); Glycated hemoglobin; Glycemic; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Diabetes mellitus; Pediatrics; Pregnancy; Internal medicine; Health care; Disease; Type 2 diabetes; Gestation; Infectious disease (medical specialty); Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003530576,0.001032889,0.005137919,0.007033975,0.0005095357,0.001807237,0.001636476,0.00147975,0.005509227],"category_scores_gemma":[0.02284173,0.0005917391,0.005430056,0.007746691,0.00055614,0.001480914,0.001195672,0.0009801218,0.0002687853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002956543,"about_ca_system_score_gemma":0.007693095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009384124,"about_ca_topic_score_gemma":0.0199667,"domain_scores_codex":[0.9966437,0.001222315,0.001160117,0.0002476971,0.0005893202,0.0001368428],"domain_scores_gemma":[0.9852197,0.01131834,0.002301235,0.0001457788,0.0008300199,0.0001848654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001997812,0.00001784285,0.0004227192,0.9585142,0.003944478,0.00006286507,0.0001335637,0.00007129052,0.00005638081,0.0001087241,0.0009535869,0.03551456],"study_design_scores_gemma":[0.0003141737,0.0002277468,0.002921174,0.9486054,0.03485045,0.0002673974,0.0002385034,0.00008623552,0.0000920202,0.000158901,0.0122166,0.00002137404],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001008509,0.9978271,0.00008938809,0.0001511525,0.00006602773,0.0002855112,0.0002689968,0.000006697486,0.0002966563],"genre_scores_gemma":[0.01135814,0.9871006,0.000401307,0.0003188436,0.00005679598,0.0005139986,0.000154384,0.000003138991,0.00009276594],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009384124,"threshold_uncertainty_score":0.02145129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1159408739063863,"score_gpt":0.365506954537439,"score_spread":0.2495660806310527,"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."}}