{"id":"W4223606159","doi":"10.1016/j.jogc.2022.03.008","title":"Preeclampsia and Severe Maternal Morbidity During the COVID-19 Pandemic: A Population-Based Cohort Study in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; St. Michael's Hospital; Sinai Health System; University of Toronto; Institute for Work & Health; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Ministry of Health -Singapore; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; HELLP syndrome; Preeclampsia; Obstetrics; Pregnancy; Odds ratio; Population; Pandemic; Retrospective cohort study; Cohort study; Odds; Pediatrics; Logistic regression; Coronavirus disease 2019 (COVID-19); Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007584009,0.0001205905,0.0003409064,0.000206919,0.0002979781,0.00001682423,0.000103964,0.00003707761,0.0004779041],"category_scores_gemma":[0.002321803,0.00009534095,0.00002487762,0.000299444,0.00002319045,0.00004410439,0.00007226752,0.0006997404,1.36024e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01720322,"about_ca_system_score_gemma":0.01572665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990364,"about_ca_topic_score_gemma":0.9998029,"domain_scores_codex":[0.9983411,0.0001813544,0.0004565595,0.0002008375,0.000610232,0.0002098455],"domain_scores_gemma":[0.9980134,0.001101827,0.0003561838,0.000180976,0.00008910603,0.0002585115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004405621,0.00006452761,0.9922904,0.00003448953,0.00007308219,0.002226818,0.0001390354,0.004447615,0.000003392104,0.000001119071,0.0003595375,0.0003159258],"study_design_scores_gemma":[0.003014198,0.000250609,0.9917802,0.000001591755,0.0000869439,0.0008886557,0.0005746743,0.00009734806,9.036256e-7,0.00001280072,0.003203868,0.00008823638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950951,0.0003063495,0.000001765232,0.001555546,0.00250169,0.0005004189,0.0000162368,0.000003336772,0.00001955464],"genre_scores_gemma":[0.9979648,0.000006487964,0.00001294847,0.001771638,0.00001994596,0.00001342482,0.000004207548,0.000009351246,0.0001971672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004350266,"threshold_uncertainty_score":0.9898533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543371219842529,"score_gpt":0.2714836635231333,"score_spread":0.246049951324708,"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."}}