{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001534887,0.0007594306,0.000624692,0.001207319,0.001470624,0.001709024,0.001063998,0.0011146,0.002242272],"category_scores_gemma":[0.004421706,0.00104059,0.00147329,0.002903462,0.0004918224,0.001173926,0.001439466,0.002198978,0.0004940797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006717549,"about_ca_system_score_gemma":0.001157231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03838177,"about_ca_topic_score_gemma":0.02916411,"domain_scores_codex":[0.9986265,0.0003893512,0.0001529521,0.0003701781,0.0001219861,0.0003390067],"domain_scores_gemma":[0.9962518,0.0005683309,0.001255916,0.0007657037,0.0004019361,0.0007564726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002356725,0.00007499702,0.9983172,0.000008141141,0.0001969504,0.0001172707,0.0002570519,0.00001796816,0.0001452976,0.00003160654,0.0001643122,0.0004335404],"study_design_scores_gemma":[0.00002275154,0.0001434916,0.9981345,0.00001833501,0.0001187407,0.0002330721,0.0009559225,0.00009445235,0.00003431139,0.00001692246,0.0002159719,0.00001149055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99734,0.000289343,0.0001422501,0.00007424292,0.00002552977,0.00001867283,0.001569313,0.000003994525,0.0005365235],"genre_scores_gemma":[0.9977821,0.0002621062,0.0001425929,0.0000705917,0.00001753853,0.00003556364,0.001265041,0.000007494076,0.0004171388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03838177,"threshold_uncertainty_score":0.07631677,"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."}}