{"id":"W3200312418","doi":"10.1016/j.fertnstert.2021.07.334","title":"THE EFFECT OF BARIATRIC SURGERY ON OBESE POLYCYSTIC OVARIAN SYNDROME (PCOS) PATIENTS’ OBSTETRICAL AND NEONATAL OUTCOMES: A POPULATION BASED STUDY","year":2021,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; University of Toronto","funders":"","keywords":"Medicine; Body mass index; Obstetrics; Logistic regression; Gestational diabetes; Polycystic ovary; Population; Pregnancy; Confounding; Retrospective cohort study; Obesity; Gynecology; Gestation; Surgery; Internal medicine; 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":[0.0007829279,0.0003475893,0.0005108847,0.0008105982,0.0005902984,0.0009687902,0.0004352528,0.0009325742,0.001486637],"category_scores_gemma":[0.003132963,0.0004123716,0.001406117,0.001495571,0.000500557,0.0007514883,0.0007836669,0.001331508,0.0001498657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004454676,"about_ca_system_score_gemma":0.0004745615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005617332,"about_ca_topic_score_gemma":0.006953739,"domain_scores_codex":[0.9991686,0.0002894211,0.00009169462,0.0001695118,0.0001218717,0.0001588617],"domain_scores_gemma":[0.9985247,0.0003367046,0.0006199433,0.0000986039,0.00009011982,0.0003299324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005573583,0.0002882924,0.9965507,0.00003310675,0.0005223254,0.0001152045,0.0001087144,0.00002753009,0.0001533961,0.00003530664,0.00009210707,0.001515988],"study_design_scores_gemma":[0.00003377361,0.000418726,0.9986904,0.000009217417,0.0001978371,0.0001573396,0.0002748055,0.00005597904,0.00001995545,0.00003053532,0.0001050881,0.000006300634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989157,0.0004894768,0.00003068213,0.00007062333,0.00001416237,0.000006223521,0.0001654224,0.000001236354,0.0003065658],"genre_scores_gemma":[0.9992809,0.0002731262,0.00004022021,0.00005788155,0.00002436366,0.000009014512,0.0002038221,0.000001430774,0.0001092215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005617332,"threshold_uncertainty_score":0.01116925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01577401422410437,"score_gpt":0.2550248186593312,"score_spread":0.2392508044352268,"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."}}