{"id":"W4387504658","doi":"10.1016/j.jogc.2023.102238","title":"Polycystic Ovary Syndrome, Gestational Diabetes Mellitus, and the Mediating Role of Obesity: A Population-Based Cohort Study","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ovarian function and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Institut canadien d'information sur la santé; Institute of Human Development, Child and Youth Health; Canadian Institutes of Health Research; Centre Hospitalier pour Enfants de l'est de l'Ontario; Kementerian Kesihatan Malaysia; Ministry of Health -Singapore; Institute for Clinical Evaluative Sciences","keywords":"Gestational diabetes; Polycystic ovary; Medicine; Obesity; Poisson regression; Relative risk; Obstetrics; Population; Diabetes mellitus; Cohort; Cohort study; Internal medicine; Pregnancy; Endocrinology; Gestation; Insulin resistance; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001151402,0.000577391,0.0006272553,0.0007347713,0.001459797,0.001435971,0.0008448283,0.001207192,0.001608924],"category_scores_gemma":[0.002370915,0.001003119,0.001385113,0.002038899,0.0005543544,0.0006439099,0.000814473,0.001626734,0.0001724745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007884319,"about_ca_system_score_gemma":0.001528527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0807289,"about_ca_topic_score_gemma":0.09429626,"domain_scores_codex":[0.9991517,0.0002374802,0.00007169149,0.0002305561,0.0001186388,0.0001898604],"domain_scores_gemma":[0.9984163,0.0002511299,0.0004260189,0.0003193232,0.0001804274,0.0004068562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003148748,0.00008550386,0.9980089,0.000008671143,0.0003791033,0.0001434555,0.0001080184,0.00002781087,0.000295322,0.00004183271,0.0001322646,0.0004543168],"study_design_scores_gemma":[0.00003634514,0.00009994214,0.9987613,0.000007784113,0.0002318978,0.000205253,0.0003175343,0.0001336373,0.00002521846,0.000035859,0.0001371804,0.000008048997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983779,0.0004916111,0.00009111901,0.0001113072,0.0000244613,0.00001518746,0.0006043704,0.00000356713,0.000280441],"genre_scores_gemma":[0.9990207,0.000272716,0.0001154521,0.00004966145,0.00001977171,0.00001812115,0.0002510819,0.00000291491,0.0002495522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0807289,"threshold_uncertainty_score":0.160518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00680917733513266,"score_gpt":0.2158747407049613,"score_spread":0.2090655633698286,"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."}}