{"id":"W4321488419","doi":"10.1017/9781108975780.067","title":"Gestational Diabetes Mellitus","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gestational diabetes; Medicine; Obstetrics; Pregnancy; Gestation; Diabetes mellitus; Gynecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001266682,0.0005646169,0.0004222987,0.0005091371,0.0005261061,0.0006714554,0.0003227296,0.0006124591,0.05861991],"category_scores_gemma":[0.0006549072,0.0001430021,0.0002775958,0.0008776639,0.0002252647,0.0005543061,0.0006429452,0.001319115,0.02654487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000429419,"about_ca_system_score_gemma":0.0005101609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001987363,"about_ca_topic_score_gemma":0.003881151,"domain_scores_codex":[0.9998789,0.00002354636,0.0000081348,0.00001835296,0.00004351025,0.00002756892],"domain_scores_gemma":[0.9998696,0.00005435584,0.00001269086,0.00001254349,0.00002164783,0.00002913998],"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":[0.00008998333,0.0001199762,0.0007966636,0.0003954585,0.00001200033,0.002391227,0.0004768322,0.000132787,0.001018425,0.01955805,0.6549182,0.3200904],"study_design_scores_gemma":[0.000007547609,0.00001278156,0.0004423858,0.0002659054,0.00000402068,0.001894436,0.00004500636,0.00001990507,0.00006015107,0.001731791,0.9955121,0.00000402738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002213284,0.07743379,0.001038374,0.006760013,0.003830551,0.00006365628,0.0008185605,0.0002396564,0.9076021],"genre_scores_gemma":[0.02436089,0.1050977,0.002229151,0.01052927,0.00166616,0.000115926,0.001263028,0.0001250628,0.8546128],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05861991,"threshold_uncertainty_score":0.1961032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03209336469597465,"score_gpt":0.234379514225198,"score_spread":0.2022861495292233,"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."}}