{"id":"W4200417484","doi":"10.1093/infdis/jiab626","title":"SARS-CoV-2 Infection During Pregnancy and Associated Perinatal Health Outcomes: A National US Cohort Study","year":2021,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"University of California, Los Angeles; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Department of Health and Aged Care, Australian Government; Australian Government","keywords":"Pregnancy; Medicine; Cohort; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort study; Pandemic; Coronavirus disease 2019 (COVID-19); Betacoronavirus; 2019-20 coronavirus outbreak; Obstetrics; Virology; Environmental health; Infectious disease (medical specialty); Outbreak; Disease; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005561968,0.0001551608,0.0004150834,0.0002013305,0.0002809238,0.00004673113,0.00004097491,0.00003628427,0.00002373414],"category_scores_gemma":[0.003335065,0.0001100182,0.0001420204,0.000360552,0.00005263846,0.0002375025,0.00005240477,0.0002862421,0.000002845199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007815931,"about_ca_system_score_gemma":0.0007594345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003531481,"about_ca_topic_score_gemma":0.0002169717,"domain_scores_codex":[0.9981809,0.0003465643,0.0004674411,0.0001687746,0.0006513275,0.0001849807],"domain_scores_gemma":[0.9982955,0.0001664643,0.0004963053,0.0001970642,0.0007240347,0.0001206085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133751,0.001258061,0.9952008,0.0001215616,0.0006290745,0.00009010128,0.0004101432,0.00006183859,0.001559087,0.000003878523,0.0001167297,0.000415037],"study_design_scores_gemma":[0.002991918,0.0008628792,0.9923136,0.0002923058,0.0004174766,0.002218817,0.0001134046,0.0000158391,0.0005567875,0.0000910357,0.00003524217,0.00009074539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963428,0.001171181,0.00002993159,0.001447998,0.0003362346,0.0005146595,0.00001231285,0.00006022943,0.00008464549],"genre_scores_gemma":[0.9986497,0.0005732236,0.000003688104,0.0004960324,0.0001696702,0.000009649001,0.000004297404,0.00002028695,0.0000735226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002887188,"threshold_uncertainty_score":0.4486412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627286595193794,"score_gpt":0.3573723700945797,"score_spread":0.3310995041426418,"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."}}