{"id":"W3091952079","doi":"10.1111/ajo.13235","title":"Gestational diabetes mellitus screening in pandemic times: Are there viable alternatives?","year":2020,"lang":"en","type":"letter","venue":"Australian and New Zealand Journal of Obstetrics and Gynaecology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Public Health Ontario; University of Toronto","funders":"","keywords":"Gestational diabetes; Library science; Medicine; Political science; Family medicine; Humanities; Geography; Gerontology; Art; Pregnancy; Gestation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005865416,0.0006950079,0.001564748,0.0009335598,0.004953212,0.00487697,0.001963304,0.06819724,0.02052716],"category_scores_gemma":[0.03018712,0.0007238356,0.001420113,0.0006687416,0.004690661,0.009793397,0.00351762,0.0405843,0.005950714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004204014,"about_ca_system_score_gemma":0.01273382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090903,"about_ca_topic_score_gemma":0.0213879,"domain_scores_codex":[0.9942216,0.002064525,0.0006464394,0.0004141511,0.001355725,0.001297563],"domain_scores_gemma":[0.9798662,0.008034802,0.001240061,0.0003497752,0.002351822,0.008157316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002476999,0.0002411504,0.004748838,0.0003544991,0.0000422984,0.01202867,0.0009425656,0.000177903,0.0006179204,0.01113893,0.9285355,0.04092408],"study_design_scores_gemma":[0.0003890524,0.0004377004,0.005485668,0.003425096,0.00007901734,0.01251994,0.009172412,0.00093092,0.0002336079,0.03841603,0.9287003,0.0002103052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003544246,0.0009074896,0.00005094081,0.9914173,0.005520647,0.000006390722,0.00001207639,0.000007143944,0.001723621],"genre_scores_gemma":[0.007494428,0.00369394,0.0006245943,0.9430532,0.04000261,0.00005123555,0.00003526634,0.00001811022,0.005026638],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06819724,"threshold_uncertainty_score":0.06867015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939361890971002,"score_gpt":0.2960152972073184,"score_spread":0.2466216782976084,"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."}}