{"id":"W1981705045","doi":"10.1111/j.1464-5491.2006.02073.x","title":"Prevalence of gestational diabetes mellitus and the effect of weight on measures of insulin secretion and insulin resistance in third‐trimester pregnant rural women residing in the Central Region of Limpopo Province, South Africa","year":2007,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Medicine; Insulin resistance; Gestational diabetes; Internal medicine; Endocrinology; Impaired glucose tolerance; Insulin; Diabetes mellitus; Body mass index; Pregnancy; Obstetrics; Gestation; Biology","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":[0.003915413,0.0001502724,0.0005222904,0.0003502682,0.00002410383,0.000003222066,0.0001357967,0.00005714567,0.000005848786],"category_scores_gemma":[0.001942776,0.00007885275,0.00003492471,0.000400092,0.0008121827,0.00005225106,0.00004079189,0.0001930646,1.154422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005407207,"about_ca_system_score_gemma":0.00007514896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003220091,"about_ca_topic_score_gemma":0.00001352646,"domain_scores_codex":[0.9973801,0.0005063093,0.0007000914,0.0001992671,0.0008671681,0.000347095],"domain_scores_gemma":[0.9969364,0.002269182,0.0003420381,0.0002391671,0.0001318103,0.00008135667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01268375,0.0004853407,0.8636501,0.02185621,0.0002052689,0.00003237191,0.05982821,0.00004592319,0.01227031,0.007751202,0.0001646956,0.02102655],"study_design_scores_gemma":[0.007788329,0.002261166,0.9717347,0.005623027,0.00008572145,6.994412e-7,0.001468997,0.0001699139,0.009713347,0.001049275,0.00003282608,0.00007199424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829639,0.01413217,0.00003580901,0.0008739065,0.00002193625,0.001396284,0.0000120255,0.000003383743,0.0005605869],"genre_scores_gemma":[0.9974394,0.002278169,0.00007212899,0.00004509291,0.00002488938,0.00005774119,0.00001189477,0.00000852697,0.00006211366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080845,"threshold_uncertainty_score":0.3215522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369561842306077,"score_gpt":0.2450559800065976,"score_spread":0.2313603615835369,"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."}}