{"id":"W3020498325","doi":"10.1016/j.jinf.2020.03.057","title":"An international cohort study of birth outcomes associated with hospitalized acute respiratory infection during pregnancy","year":2020,"lang":"en","type":"article","venue":"Journal of Infection","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Calgary; Alberta Health; Children's Hospital of Eastern Ontario; Alberta Health Services","funders":"University of Maryland School of Public Health; National Institutes of Health; Ministry of Health, State of Israel; Ontario Ministry of Health and Long-Term Care; University of Alberta; Department of Pathology and Laboratory Medicine, University of North Carolina School of Medicine; Alberta Health; Canadian Blood Services; Sunnybrook Research Institute; Institute for Clinical Evaluative Sciences; Cumming School of Medicine, University of Calgary; University of Calgary; Centers for Disease Control and Prevention; North York General Hospital; Abt Associates; Merck; Ministry of Health; Pfizer","keywords":"Medicine; Pregnancy; Cohort study; Obstetrics; Cohort; Respiratory infection; Respiratory system; Pediatrics; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003618275,0.0001510882,0.0004470691,0.0003854352,0.00006291071,0.00002737756,0.00005374802,0.0000760518,0.000051435],"category_scores_gemma":[0.001057893,0.0001165982,0.0001301387,0.0004602699,0.00002661585,0.0007618847,0.00001841748,0.00033139,0.000001648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004046714,"about_ca_system_score_gemma":0.0001362448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001336732,"about_ca_topic_score_gemma":0.00003931658,"domain_scores_codex":[0.9982432,0.0001407535,0.0006362758,0.0002088703,0.0006539138,0.000116995],"domain_scores_gemma":[0.9977423,0.00003044861,0.00108715,0.0001957671,0.0007990986,0.0001452231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008759593,0.001363185,0.9822094,0.00004859538,0.00139774,0.00006497519,0.0007641696,0.0005913312,0.01221879,0.000001448609,0.00001653466,0.0004478552],"study_design_scores_gemma":[0.005675279,0.007958421,0.9819511,0.0002305843,0.00053658,0.0001118575,0.00004910828,0.00007127611,0.003261759,0.00000398671,0.00004940201,0.0001006415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978667,0.00001123617,0.0003780629,0.0004316854,0.000556628,0.0006012038,0.000002846104,0.00007223944,0.00007938426],"genre_scores_gemma":[0.9994534,0.00005206566,0.00003222491,0.0001126772,0.0002808345,0.000009116621,0.000003875566,0.00002571137,0.00003010714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008957029,"threshold_uncertainty_score":0.4754735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505285583916992,"score_gpt":0.3395836261527742,"score_spread":0.3145307703136043,"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."}}