{"id":"W3034388922","doi":"10.1093/humrep/deaa099","title":"Polycystic ovary syndrome as an independent risk factor for gestational diabetes and hypertensive disorders of pregnancy: a population-based study on 9.1 million pregnancies","year":2020,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Polycystic ovary; Medicine; Gestational diabetes; Obstetrics; Pregnancy; Population; Gynecology; Confounding; Gestational hypertension; Risk factor; Preeclampsia; Diabetes mellitus; Gestation; Insulin resistance; Internal medicine; Endocrinology; Environmental health","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":[0.002051621,0.0003616227,0.000964577,0.001120026,0.0005066448,0.0009450661,0.0008436021,0.0007987033,0.001295093],"category_scores_gemma":[0.005848375,0.0007564076,0.002474495,0.003614157,0.000254305,0.000888322,0.0008517957,0.0009924136,0.0002267935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447607,"about_ca_system_score_gemma":0.0006237517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243488,"about_ca_topic_score_gemma":0.01347023,"domain_scores_codex":[0.9982565,0.0005671932,0.0003577673,0.0004300186,0.0002521986,0.0001363517],"domain_scores_gemma":[0.9965485,0.0009691795,0.001327153,0.0005258948,0.0003580562,0.0002712601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225461,0.00001780552,0.997515,0.00009290388,0.0009998139,0.00005966621,0.0000506005,0.000030806,0.00006084354,0.00002027769,0.0003178084,0.0007119093],"study_design_scores_gemma":[0.00004742253,0.00006594662,0.9974098,0.00007704517,0.001294243,0.0002577145,0.0001885971,0.0002058199,0.0000258179,0.00003144295,0.0003865334,0.000009643867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9839678,0.007706407,0.0003516858,0.0004090208,0.0000601873,0.00004130537,0.006924593,0.00001595091,0.0005231599],"genre_scores_gemma":[0.9948357,0.001958063,0.0002709804,0.0002273966,0.00005125968,0.00005460875,0.002491727,0.000006488905,0.0001037423],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01243488,"threshold_uncertainty_score":0.02472496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05524350774740123,"score_gpt":0.3410081205110229,"score_spread":0.2857646127636217,"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."}}