{"id":"W4404600952","doi":"10.1016/j.ejogrb.2024.11.021","title":"Association between pre-gestational diabetes in women with polycystic ovary syndrome and adverse obstetric outcomes","year":2024,"lang":"en","type":"article","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Polycystic ovary; Gestational diabetes; Obstetrics; Adverse effect; Gynecology; Diabetes mellitus; Pregnancy; Gestation; Internal medicine; Endocrinology; Insulin resistance","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":[0.0004472018,0.0003042783,0.0003517166,0.0008496504,0.0003803224,0.0007812649,0.00045439,0.0009019481,0.00332702],"category_scores_gemma":[0.003857144,0.0003617716,0.0009943841,0.001232897,0.0003173714,0.0004640775,0.0006639457,0.001601005,0.0001733278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150255,"about_ca_system_score_gemma":0.0006121196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00872194,"about_ca_topic_score_gemma":0.007853158,"domain_scores_codex":[0.9994494,0.0001538088,0.00008527149,0.0001046399,0.00006497743,0.0001418673],"domain_scores_gemma":[0.9972318,0.0008425637,0.001139116,0.0001551863,0.0001371464,0.0004941885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001922399,0.00002961352,0.9985306,0.0000149255,0.000103904,0.000134217,0.00002339606,0.00001834811,0.00007656356,0.00002007542,0.00005100597,0.0008051099],"study_design_scores_gemma":[0.000009849373,0.00005379122,0.9990833,0.00001459246,0.00008010506,0.0003483006,0.0001149106,0.0001035759,0.00001992155,0.0000453155,0.0001217559,0.000004598671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960632,0.002028128,0.00007858044,0.0003643787,0.00007591846,0.000005186082,0.0004878745,0.000004452186,0.0008923501],"genre_scores_gemma":[0.9985097,0.0005879248,0.00008389886,0.00008202071,0.00006990879,0.000006054473,0.0003580647,0.00000210134,0.0003003353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00872194,"threshold_uncertainty_score":0.01734239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352284472574472,"score_gpt":0.264585407481219,"score_spread":0.2510625627554743,"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."}}