{"id":"W4294215815","doi":"10.1016/s0140-6736(22)01531-8","title":"Nurses: an underused, vital asset against drug-resistant infections","year":2022,"lang":"en","type":"letter","venue":"The Lancet","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"MGH Institute of Health Professions; Institute of Infection and Immunity; Universitat de les Illes Balears; Universidade de São Paulo; University of West London; Deakin University; Glasgow Caledonian University; Cardiff University; Imperial College London","keywords":"Scopus; Antimicrobial stewardship; Workforce; Medicine; MEDLINE; Infection control; Nursing; Antibiotic resistance; Drug resistance; Resistance (ecology); Economic shortage; Health care; Family medicine; Intensive care medicine; Government (linguistics); Political science; 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":[0.007156318,0.001157136,0.001618839,0.0008761324,0.006066063,0.00664004,0.002302348,0.08199206,0.01028285],"category_scores_gemma":[0.03493362,0.001120419,0.001107115,0.0007064043,0.00500346,0.007913743,0.00361454,0.05230522,0.006969958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003970448,"about_ca_system_score_gemma":0.009546185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008953148,"about_ca_topic_score_gemma":0.01923614,"domain_scores_codex":[0.9933527,0.002351133,0.0005352217,0.0004416597,0.002226103,0.00109316],"domain_scores_gemma":[0.9773479,0.009261557,0.001726901,0.0007233149,0.003139743,0.007800519],"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":[0.00005187919,0.00004282563,0.000567344,0.00007347219,0.00001588263,0.001204952,0.0002428967,0.0000294546,0.0002213961,0.002368786,0.9876249,0.00755624],"study_design_scores_gemma":[0.0001495124,0.0001045612,0.001253262,0.0006701144,0.00003210853,0.001550965,0.001295239,0.0002423847,0.0001584176,0.009888718,0.9845912,0.00006354652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002389447,0.00188553,0.00004672619,0.9799916,0.01524775,0.000005852016,0.00001332547,0.00001266723,0.002557772],"genre_scores_gemma":[0.002391339,0.001432213,0.0001170091,0.9577662,0.03129924,0.00001964756,0.000008314508,0.00001734329,0.006948639],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08199206,"threshold_uncertainty_score":0.03784662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974895933476773,"score_gpt":0.2597788118527866,"score_spread":0.2400298525180188,"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."}}