{"id":"W4399107830","doi":"10.1016/j.jogc.2024.102541","title":"Exploring the Impact of Polycystic Ovarian Syndrome on Pregnancy Outcomes in Gestational Diabetes Mellitus: A Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Medicine; Retrospective cohort study; Obstetrics; Pregnancy; Polycystic ovary; Diabetes mellitus; Cohort; Gynecology; Internal medicine; Gestation; Endocrinology; Insulin resistance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001345255,0.0004139476,0.0004558548,0.0008966458,0.001059942,0.001189175,0.0007445397,0.0008860168,0.001093688],"category_scores_gemma":[0.004276017,0.0007687521,0.001168125,0.001987454,0.0005033987,0.0007648115,0.0009389629,0.001338928,0.0001422949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007116856,"about_ca_system_score_gemma":0.001257708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03619007,"about_ca_topic_score_gemma":0.03285294,"domain_scores_codex":[0.9986635,0.000341587,0.0001689639,0.0004092115,0.0001584684,0.0002582625],"domain_scores_gemma":[0.9970449,0.000500015,0.001182782,0.0004967673,0.0002498484,0.0005258114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008163434,0.00001896263,0.9992555,0.000006064613,0.0001239813,0.00007151163,0.00005668284,0.00001088234,0.00007525056,0.00001837487,0.00003951541,0.0002416196],"study_design_scores_gemma":[0.00001186471,0.00009880571,0.9988218,0.00001129652,0.000129956,0.0003006327,0.0003502362,0.00009704547,0.00002885486,0.00002601277,0.000117176,0.000006364885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986784,0.0004916252,0.0000882125,0.00005613634,0.00001470472,0.00001017305,0.0004577426,0.00000185606,0.0002010339],"genre_scores_gemma":[0.9992145,0.0002242679,0.0001067527,0.00004014589,0.00001068436,0.00001175412,0.0002832737,0.000002410527,0.0001061619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03619007,"threshold_uncertainty_score":0.07195884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685545101640108,"score_gpt":0.2848564320200719,"score_spread":0.2580009810036709,"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."}}