{"id":"W4319662535","doi":"10.2139/ssrn.4322399","title":"Baby and Maternal Outcomes Following SARS-CoV-2 Infection and COVID-19 Vaccination During Pregnancy: A National Population-Based Matched Cohort Study","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health; Centre for Global Health Research","funders":"Wellcome Trust","keywords":"Pregnancy; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort; Cohort study; Vaccination; 2019-20 coronavirus outbreak; Population; Obstetrics; Pediatrics; Virology; Environmental health; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease; Biology","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":[0.000815286,0.0003768834,0.0004809141,0.0005302014,0.0005332674,0.0007583423,0.0005470949,0.001071207,0.001797107],"category_scores_gemma":[0.002719045,0.0007086104,0.0008296173,0.001080951,0.0003037885,0.000760977,0.0007075375,0.001117031,0.000391029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438464,"about_ca_system_score_gemma":0.0005127313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280001,"about_ca_topic_score_gemma":0.008903613,"domain_scores_codex":[0.9993227,0.0001689422,0.0000556334,0.0002030862,0.00007981218,0.0001698772],"domain_scores_gemma":[0.998904,0.0001711649,0.0004599342,0.0001717672,0.00009229077,0.0002008618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004053906,0.00008895386,0.9979593,0.00001244175,0.0001715661,0.0001597757,0.0001336185,0.00002576735,0.0001950083,0.00002623765,0.0001672369,0.0006547157],"study_design_scores_gemma":[0.00001263088,0.0001910759,0.9990239,0.00001010213,0.00006340184,0.0001886785,0.0002708174,0.00006532585,0.00002578689,0.0000223333,0.0001204353,0.000005565505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981807,0.0002772486,0.00006491321,0.00005024205,0.00001226387,0.00001017758,0.001041821,0.000002406389,0.0003601371],"genre_scores_gemma":[0.99853,0.000291337,0.00006566673,0.00004920618,0.00001261398,0.00002164924,0.0006654022,0.000003700642,0.0003603345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280001,"threshold_uncertainty_score":0.025451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04168125138434309,"score_gpt":0.3765894408645903,"score_spread":0.3349081894802472,"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."}}