{"id":"W4310482580","doi":"10.1093/ofid/ofac645","title":"Meeting the Challenges of Sepsis in Severe Coronavirus Disease 2019: A Call to Arms","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Allergan; American Medical Association Foundation; Shionogi; Sick Kids Foundation; Astellas Pharma; Amplyx; Gilead Sciences; Pfizer","keywords":"Medicine; Sepsis; Intensive care medicine; Disease; Organ dysfunction; Antibiotics; Antimicrobial; Coronavirus; Immunology; Internal medicine; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19)","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":[0.02910376,0.001966726,0.00363598,0.002444361,0.003158468,0.01153099,0.005500367,0.02483465,0.02589665],"category_scores_gemma":[0.06963875,0.0009124954,0.002980158,0.001245305,0.008958837,0.02359198,0.0105113,0.03852127,0.01023865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00460434,"about_ca_system_score_gemma":0.01926792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003982321,"about_ca_topic_score_gemma":0.0066885,"domain_scores_codex":[0.9869398,0.005028505,0.001113057,0.001233622,0.003758102,0.001926946],"domain_scores_gemma":[0.9065433,0.04191598,0.00374394,0.002747104,0.01819784,0.02685194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002053142,0.0001790816,0.0005630329,0.001232847,0.0000907563,0.0004799624,0.0004995566,0.00029257,0.0004355179,0.01065612,0.8225316,0.1628336],"study_design_scores_gemma":[0.0001405487,0.0003365689,0.001366961,0.005801403,0.00009721736,0.001166367,0.00258235,0.0006307575,0.0001636375,0.03442852,0.9530812,0.0002044802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004480777,0.1076013,0.001432195,0.853837,0.03282043,0.00002825551,0.00008470241,0.0002702718,0.003477855],"genre_scores_gemma":[0.01034126,0.2314501,0.008106798,0.5922325,0.1478711,0.0002081422,0.0003597133,0.0002680757,0.009162302],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02910376,"threshold_uncertainty_score":0.1539172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768620103932316,"score_gpt":0.279019180425473,"score_spread":0.2613329793861499,"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."}}