{"id":"W4283833748","doi":"10.1093/cid/ciac544","title":"Severity of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) Infection in Pregnancy in Ontario: A Matched Cohort Analysis","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Pregnancy; Confidence interval; Population; Cohort study; Cohort; Relative risk; Intensive care unit; Internal medicine; Obstetrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009706531,0.0002723802,0.001284039,0.0009024771,0.00009898095,0.00001654339,0.0001221376,0.0001697842,0.0005381462],"category_scores_gemma":[0.001169983,0.000297629,0.0006503934,0.002358593,0.0001804025,0.0002204741,0.0002316046,0.0009823359,0.00001429365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899624,"about_ca_system_score_gemma":0.001111895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07866801,"about_ca_topic_score_gemma":0.1341736,"domain_scores_codex":[0.9961879,0.0006767479,0.001388169,0.000859286,0.0005294071,0.0003585451],"domain_scores_gemma":[0.9979596,0.00037238,0.0004763808,0.000889752,0.0001290283,0.000172934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005650939,0.003931681,0.9911373,0.0001180873,0.001126274,0.0004591506,0.0001189565,0.0009708436,0.0002100679,0.000006639178,0.0001134605,0.001242457],"study_design_scores_gemma":[0.003191972,0.001348212,0.9917932,0.000128001,0.002303364,0.00007496614,0.00001859323,0.0001060186,0.00005624582,0.0002977624,0.0004138934,0.0002677591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974154,0.0002329738,0.00002539821,0.0001110519,0.0004848969,0.001251099,0.00009135531,0.0001598081,0.0002279968],"genre_scores_gemma":[0.9982694,0.0001024024,0.000008114418,0.0009723451,0.00003655458,0.0003308307,0.000105874,0.00003258595,0.0001418884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05550558,"threshold_uncertainty_score":0.9999476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07728876927408457,"score_gpt":0.406968661602103,"score_spread":0.3296798923280184,"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."}}