{"id":"W4295761984","doi":"10.1017/ice.2022.194","title":"SHEA statement on antibiotic stewardship in hospitals during public health emergencies","year":2022,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Cancer Institute","keywords":"Statement (logic); Antibiotic Stewardship; Stewardship (theology); Action (physics); Business; Content (measure theory); Public health; Medicine; Medical emergency; Antibiotics; Nursing; Political science; Microbiology; Antibiotic resistance","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":[0.01695159,0.0008959993,0.001063418,0.001101445,0.003324669,0.003391546,0.002736693,0.02794182,0.01280014],"category_scores_gemma":[0.04495049,0.0008771402,0.001152092,0.001618193,0.002055546,0.00255775,0.003806709,0.01775396,0.008596195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367378,"about_ca_system_score_gemma":0.02893423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149556,"about_ca_topic_score_gemma":0.03199638,"domain_scores_codex":[0.9896469,0.002510673,0.002297387,0.0004683162,0.003368456,0.001708379],"domain_scores_gemma":[0.9241403,0.03180089,0.006434615,0.002355349,0.02053472,0.01473414],"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":[0.00006334623,0.0000639422,0.001322704,0.0002449115,0.00001347454,0.0003651775,0.0002589723,0.000163405,0.0006624869,0.003277927,0.9789537,0.01461006],"study_design_scores_gemma":[0.00006573504,0.0000695358,0.005727597,0.002016129,0.00003184966,0.0002467394,0.0004760823,0.0002659762,0.0005767253,0.002314753,0.9881411,0.00006789754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001298941,0.002228388,0.000617452,0.9431571,0.03265433,0.0001666064,0.001039793,0.0001167291,0.01872067],"genre_scores_gemma":[0.01816814,0.007557143,0.005440196,0.8514197,0.04967627,0.0008925533,0.001055239,0.0001889688,0.06560164],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02794182,"threshold_uncertainty_score":0.08964968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340808623056028,"score_gpt":0.2825556739938132,"score_spread":0.2591475877632529,"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."}}