{"id":"W4406180667","doi":"10.34172/ddj.1608","title":"Pregnancy and Childbirth Outcomes of Gestational Diabetes Mellitus: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Disease and Diagnosis","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"Hormozgan University of Medical Sciences","keywords":"Gestational diabetes; Medicine; Childbirth; Obstetrics; Retrospective cohort study; Pregnancy; Cohort study; Cohort; Diabetes mellitus; Gestation; Gynecology; Internal medicine; Endocrinology","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":[0.00009948887,0.0001005481,0.0002069252,0.0001362365,0.00004298393,0.00004038779,0.00002618925,0.00001362747,0.00009598337],"category_scores_gemma":[0.0002218956,0.00007786277,0.00004912215,0.0001316424,0.00007299275,0.00009893828,0.00004840939,0.0000566339,0.000005532526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002158243,"about_ca_system_score_gemma":0.00004540476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002192434,"about_ca_topic_score_gemma":0.000004646202,"domain_scores_codex":[0.9990555,0.00002830348,0.0001384571,0.0002717712,0.0003592365,0.000146723],"domain_scores_gemma":[0.9993501,0.0002184654,0.00001891309,0.0001111276,0.00007621881,0.0002252162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001943918,0.0005353381,0.9877594,0.0005352774,0.0005573502,0.00004384558,0.0001954623,0.000001135608,0.000002633386,0.002161396,0.0004583147,0.007730396],"study_design_scores_gemma":[0.0005320109,0.0002894374,0.9960674,0.0003849813,0.0003838799,1.23852e-7,0.0001263974,0.000160099,0.00001640646,0.001768933,0.0001986402,0.00007167579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812921,0.01613831,0.000006044666,0.0009541363,0.00002819351,0.001004774,0.0001776117,0.00003117737,0.0003677122],"genre_scores_gemma":[0.9941408,0.004771438,0.00007013141,0.0001157144,0.00001788085,0.0006149979,0.00007768538,0.00001069454,0.0001806614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01284875,"threshold_uncertainty_score":0.3175151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067848412553613,"score_gpt":0.2901642217460695,"score_spread":0.2794857376205334,"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."}}