{"id":"W4225875717","doi":"10.1093/ofid/ofac083","title":"Pathogen Species Is Associated With Mortality in Nosocomial Bloodstream Infection in Patients With COVID-19","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion; NYU Grossman School of Medicine; Genentech; Centers for Disease Control and Prevention; Janssen Biotech; York University; Regeneron Pharmaceuticals; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Pfizer","keywords":"Medicine; Pneumonia; Pandemic; Enterococcus; Epidemiology; Retrospective cohort study; Mortality rate; Pathogen; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Antibiotics; Immunology; Infectious disease (medical specialty); Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003985663,0.0003585967,0.0004132483,0.0006912018,0.000527877,0.0007703376,0.0003424645,0.0005019206,0.002260611],"category_scores_gemma":[0.00191054,0.0002961519,0.0004595665,0.0009487646,0.0003262967,0.0004382093,0.0006155807,0.0008233543,0.0002318026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113865,"about_ca_system_score_gemma":0.0003708107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004991886,"about_ca_topic_score_gemma":0.004763631,"domain_scores_codex":[0.999571,0.0000842269,0.00006427058,0.0001139929,0.00007277438,0.00009366674],"domain_scores_gemma":[0.9979774,0.0002161694,0.001094616,0.00009519234,0.0002115867,0.0004049022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002592294,0.000005794817,0.9997078,0.000002025558,0.000009727741,0.00002176191,0.000008096655,0.000006920754,0.00007155853,0.000002480516,0.00002751016,0.0001103792],"study_design_scores_gemma":[0.000002334289,0.00003388836,0.9994726,0.000004892182,0.000008616659,0.0001580408,0.00007822984,0.0001428631,0.00003930039,0.000009196176,0.00004819177,0.000001838242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993224,0.0001763482,0.00005035985,0.00003535889,0.000008130659,0.000003402674,0.0002205362,0.000002076671,0.0001814268],"genre_scores_gemma":[0.9995559,0.00004914956,0.00004476535,0.00001271828,0.0000127526,0.0000030838,0.0002714297,0.000001117803,0.00004909624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004991886,"threshold_uncertainty_score":0.009925663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029945182982588,"score_gpt":0.2439563193759332,"score_spread":0.2336568675461073,"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."}}