{"id":"W4387573948","doi":"10.1016/j.eurox.2023.100248","title":"How does high socioeconomic status affect maternal and neonatal pregnancy outcomes? A population-based study among American women","year":2023,"lang":"en","type":"article","venue":"European Journal of Obstetrics & Gynecology and Reproductive Biology X","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Western University; McGill University","funders":"","keywords":"Medicine; Quartile; Pregnancy; Gestational diabetes; Population; Socioeconomic status; Confounding; Demography; Eclampsia; Obstetrics; Preeclampsia; Gestation; Environmental health; Confidence interval; Internal medicine","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":[0.00116783,0.0002115906,0.0002774849,0.0008466008,0.0005243032,0.0006725618,0.0003335738,0.0005010914,0.0008728045],"category_scores_gemma":[0.002982709,0.0002805456,0.0004619039,0.001455369,0.0004079698,0.0006638679,0.0004709977,0.0004726945,0.0001855073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467499,"about_ca_system_score_gemma":0.0002820416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007684709,"about_ca_topic_score_gemma":0.009318491,"domain_scores_codex":[0.9992243,0.0003416727,0.00006928689,0.0001317404,0.0001281,0.0001049001],"domain_scores_gemma":[0.9988549,0.000233716,0.000520412,0.0001049584,0.0001121021,0.0001739001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002122238,0.0000187876,0.9993814,0.000002972601,0.00004685811,0.00002263988,0.00004965532,0.000006786038,0.00003539934,0.000008325822,0.00003002954,0.0003757949],"study_design_scores_gemma":[0.000001818493,0.00004503319,0.9994798,0.000004263675,0.00002518777,0.00007120439,0.0002067171,0.00005031895,0.00001104943,0.00001302113,0.00008984047,0.000001768545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984868,0.0004291087,0.00009153649,0.0001060291,0.000008627228,0.000007232309,0.0002982343,0.000001933502,0.0005704714],"genre_scores_gemma":[0.9995467,0.0001657848,0.0000444565,0.00004585309,0.00001044662,0.0000066102,0.0001203832,0.000001003691,0.00005868762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007684709,"threshold_uncertainty_score":0.01527995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271981432485492,"score_gpt":0.2759183980446311,"score_spread":0.2631985837197762,"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."}}