{"id":"W4313545731","doi":"10.2337/dc22-1786","title":"Treatment of Gestational Diabetes Mellitus and Maternal Risk of Diabetes After Pregnancy","year":2023,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Gestational diabetes; Pregnancy; Obstetrics; Diabetes in pregnancy; Gestation; Internal medicine; 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":[0.0005377603,0.0001180377,0.000195126,0.0002759011,0.0001571787,0.0002355606,0.0001795935,0.0003128535,0.0006945513],"category_scores_gemma":[0.00402445,0.00009519218,0.0002295842,0.0004471777,0.0001581016,0.000181374,0.0001489872,0.0003813973,0.00006848789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486306,"about_ca_system_score_gemma":0.0002713483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705808,"about_ca_topic_score_gemma":0.001698753,"domain_scores_codex":[0.9995652,0.0001874272,0.00004189007,0.00004941471,0.00009263201,0.00006339114],"domain_scores_gemma":[0.9982865,0.0004962471,0.0009710532,0.0000555433,0.00005935173,0.0001312115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004667206,0.00004937089,0.9939943,0.00001287724,0.00003763236,0.00006675347,0.00002614752,0.00002474717,0.0002159743,0.00001640495,0.00002977728,0.005059372],"study_design_scores_gemma":[0.000008852654,0.0003090795,0.999025,0.00001131583,0.00003222212,0.0002951249,0.00004799338,0.00006095105,0.00009602791,0.00001371683,0.0000983587,0.000001414698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976953,0.001501183,0.00009281262,0.0001140308,0.000007897277,0.000005438875,0.0000716842,0.000002378204,0.0005093386],"genre_scores_gemma":[0.9993054,0.0004376529,0.000096614,0.00002964752,0.000008894308,0.000005076531,0.00004673815,8.144237e-7,0.00006920136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001705808,"threshold_uncertainty_score":0.003391802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076041942693032,"score_gpt":0.2623007229939796,"score_spread":0.2515403035670493,"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."}}