{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002126351,0.0002326577,0.0006594613,0.0006013729,0.00004650191,0.00006846507,0.0001238094,0.0002819179,0.0004599391],"category_scores_gemma":[0.0008108943,0.0001860239,0.00008932262,0.0002618127,0.0001004028,0.0001131912,0.00005965667,0.001429231,0.000005401097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008010134,"about_ca_system_score_gemma":0.000191658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002451174,"about_ca_topic_score_gemma":0.000004051467,"domain_scores_codex":[0.9982669,0.0001071444,0.0005162915,0.0002597686,0.0004147165,0.00043517],"domain_scores_gemma":[0.9975801,0.001405768,0.0004388698,0.00008078538,0.0001672923,0.0003271638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002889618,0.00005792145,0.3997475,0.0004056551,0.000391201,0.005242379,0.0001239445,0.000018071,0.000009503678,0.00002364957,0.5545936,0.03935767],"study_design_scores_gemma":[0.002999794,0.0009337967,0.5382589,0.0001197988,0.0001172978,0.00004278587,0.0001164335,0.0000575944,0.000007989748,0.001435036,0.4557548,0.0001557501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2378185,0.01355425,0.00004663593,0.7458211,0.001215587,0.0007049486,0.0001250276,0.0000178966,0.0006960543],"genre_scores_gemma":[0.5070526,0.04316546,0.005525596,0.355682,0.002912349,0.00003029017,0.0007979682,0.0001805961,0.08465309],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.390139,"threshold_uncertainty_score":0.7585836,"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."}}