{"id":"W2559585576","doi":"10.1016/j.cdtm.2016.11.004","title":"Diagnosis, prevention and management of gestational diabetes mellitus","year":2016,"lang":"en","type":"editorial","venue":"Chronic Diseases and Translational Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Diabetes Foundation","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Obstetrics; Intensive care medicine; Pediatrics; Pregnancy; Gestation; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000196047,0.000268537,0.0004974289,0.0002289982,0.0000712339,0.0000127131,0.00007629299,0.0001435246,0.0005228512],"category_scores_gemma":[0.0001074636,0.0001952438,0.00009263554,0.0001143332,0.0004597405,0.0001043235,0.0000441997,0.0001549151,0.000004681425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006047382,"about_ca_system_score_gemma":0.0002903668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007547226,"about_ca_topic_score_gemma":0.00000401497,"domain_scores_codex":[0.9974808,0.00004535139,0.0004529202,0.0004513505,0.001280987,0.0002886626],"domain_scores_gemma":[0.9982827,0.0008073381,0.0001559841,0.0001744169,0.000270324,0.0003091958],"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":[0.0003600632,0.0004574874,0.008367002,0.02959768,0.002070052,0.00004594107,0.0000565389,0.000007132867,0.00002611837,0.01421179,0.6505881,0.2942121],"study_design_scores_gemma":[0.006952265,0.001032971,0.2716686,0.009460713,0.001770445,9.572017e-7,0.00002629242,0.00008060148,0.000009097154,0.01133863,0.6974029,0.0002565993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01667666,0.72621,0.001469704,0.02304834,0.2147685,0.006625805,0.006162357,0.0001682076,0.004870411],"genre_scores_gemma":[0.08811564,0.507411,0.001108461,0.0001421241,0.3808249,0.001436701,0.01575587,0.000136222,0.005069103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2939555,"threshold_uncertainty_score":0.7961813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081775891057175,"score_gpt":0.3106787884083262,"score_spread":0.2998610294977545,"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."}}