{"id":"W4298624846","doi":"10.7759/cureus.29799","title":"World Health Organization Versus Diabetes in Pregnancy Study Group India Approaches in the Screening of Gestational Diabetes Among Pregnant Women With Risk Factors: A Study Among Rural Population of Telangana, South India","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Pregnancy; Obstetrics; Diabetes mellitus; Body mass index; Population; Childbirth; Gynecology; Gestation; Environmental health; Internal medicine; 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":[0.001101019,0.000191001,0.0004105378,0.0005924705,0.0001565731,0.00002552723,0.0002324474,0.00002397861,0.00004311571],"category_scores_gemma":[0.0003061272,0.0001416721,0.00002836422,0.001723458,0.00007685524,0.0002302199,0.0001538607,0.0003600074,2.387794e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135469,"about_ca_system_score_gemma":0.00008673244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648918,"about_ca_topic_score_gemma":0.002186153,"domain_scores_codex":[0.996923,0.000756324,0.0005435311,0.0003015399,0.001045105,0.0004304916],"domain_scores_gemma":[0.9987199,0.0003502766,0.0004757635,0.0002858587,0.00007955222,0.00008868226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001325067,0.002344962,0.9445385,0.0001598405,0.000232067,0.00000509569,0.04960024,0.002090105,0.000004880979,0.00005174468,0.000004556863,0.0008354433],"study_design_scores_gemma":[0.00331898,0.003631539,0.86452,0.000217416,0.00005163995,4.295897e-8,0.1276437,0.0004726418,0.00000738645,0.00002950083,3.7865e-7,0.0001067563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959987,0.0001784311,0.00001000434,0.00002679579,0.00003121825,0.003637571,0.00007475184,0.00001861961,0.00002384508],"genre_scores_gemma":[0.9985253,0.000006889496,0.0001106615,0.000008923581,0.00001358941,0.000707446,0.0005830895,0.00002988005,0.00001420065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08001857,"threshold_uncertainty_score":0.5777221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306680980033382,"score_gpt":0.2673563605391056,"score_spread":0.2342895507387718,"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."}}