{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035319,0.0003063018,0.000323233,0.0008327863,0.0005374546,0.000631668,0.0004639436,0.0004524625,0.0008625658],"category_scores_gemma":[0.002085716,0.0003801454,0.0004559005,0.001621229,0.0003512177,0.0004226601,0.0005774056,0.0006388093,0.0002171987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003337344,"about_ca_system_score_gemma":0.0005908073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009187,"about_ca_topic_score_gemma":0.01255601,"domain_scores_codex":[0.9990522,0.0003575873,0.0001337846,0.0001568069,0.0001719346,0.0001276358],"domain_scores_gemma":[0.9987763,0.0003222478,0.0004295693,0.0001065678,0.0001548106,0.0002105569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002643704,0.0002717907,0.9950036,0.00005864326,0.00007657215,0.0002798658,0.001062506,0.00003106229,0.0003078231,0.00004002202,0.0001172499,0.002486362],"study_design_scores_gemma":[0.00005432496,0.0007156623,0.9961055,0.00002123512,0.00008423215,0.0006394302,0.001874013,0.00008681294,0.00007440837,0.0000254285,0.0003115094,0.000007489065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982499,0.0003281242,0.00009103472,0.0001047492,0.000008465247,0.000126879,0.0002898891,0.000003002134,0.0007979363],"genre_scores_gemma":[0.9985915,0.0003731137,0.0002071793,0.0001280867,0.00001092023,0.0001458008,0.0002556198,0.000002208508,0.0002854701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01009187,"threshold_uncertainty_score":0.02006626,"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."}}