{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404302,0.0003634821,0.000546031,0.001202079,0.0006138561,0.0006227621,0.0004594787,0.0004601228,0.0008487287],"category_scores_gemma":[0.00219401,0.0006484545,0.0008049395,0.00201886,0.0002780506,0.0005823511,0.0006088327,0.000694146,0.0001475423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004638046,"about_ca_system_score_gemma":0.0007032693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008314013,"about_ca_topic_score_gemma":0.008072091,"domain_scores_codex":[0.9990579,0.000201282,0.0001772072,0.0002550388,0.0001641732,0.000144388],"domain_scores_gemma":[0.998632,0.000199266,0.0006945139,0.0001867929,0.0001424139,0.0001450462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006969389,0.00002896042,0.9991143,0.00001707276,0.00007361008,0.00009444648,0.00006798399,0.0000103316,0.00004730904,0.00001113594,0.00004816081,0.000417011],"study_design_scores_gemma":[0.00001807496,0.0001955699,0.9983727,0.0000290669,0.0001153531,0.0005489839,0.0003540969,0.0001098902,0.00003000432,0.00001715265,0.0002028442,0.000006337088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986132,0.000513584,0.0001021218,0.00002671855,0.000007454758,0.00004222567,0.0005180539,0.000001782668,0.0001748033],"genre_scores_gemma":[0.9985616,0.0004659643,0.0001782773,0.00003977897,0.0000104072,0.00006339438,0.0006043815,0.000001586374,0.00007472413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008314013,"threshold_uncertainty_score":0.01653123,"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."}}