{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001728863,0.0003312227,0.0003565095,0.0005193628,0.0007367377,0.0005758343,0.0005817686,0.0005593949,0.001182829],"category_scores_gemma":[0.002588994,0.0005410059,0.0007299901,0.001508594,0.0002216422,0.0004437492,0.0006551079,0.0009120961,0.000220967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006866356,"about_ca_system_score_gemma":0.001272254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05440527,"about_ca_topic_score_gemma":0.06003635,"domain_scores_codex":[0.9992747,0.0002012251,0.0000830565,0.0002189387,0.0001097939,0.0001123635],"domain_scores_gemma":[0.9984986,0.000220014,0.000486941,0.0003335815,0.0002256365,0.0002352726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001230111,0.00005823925,0.9981695,0.00001174864,0.000194444,0.00009027638,0.0001181916,0.00004647101,0.000095633,0.00003107474,0.0003835537,0.0006777868],"study_design_scores_gemma":[0.00004123229,0.00009183832,0.998541,0.00002101105,0.0001322662,0.0002433528,0.000230698,0.0002516762,0.00002694221,0.00002835268,0.0003838478,0.000007736694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995491,0.0002896467,0.000188423,0.0001125613,0.00001186181,0.00004015596,0.003542493,0.000004437399,0.0003194954],"genre_scores_gemma":[0.9963949,0.0003591366,0.0003448743,0.0001302643,0.00001013694,0.00009299127,0.002404388,0.000003970775,0.0002593157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05440527,"threshold_uncertainty_score":0.1081772,"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."}}