{"id":"W2889508873","doi":"10.1186/s13756-018-0396-z","title":"Rationale and development of a business case for antimicrobial stewardship programs in acute care hospital settings","year":2018,"lang":"en","type":"review","venue":"Antimicrobial Resistance and Infection Control","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Saskatchewan; Children's Hospital of Eastern Ontario; McGill University Health Centre; University of Ottawa; University of Calgary; Vancouver General Hospital; University Health Network; Health Sciences Centre; University of Manitoba; Foothills Medical Centre; Sunnybrook Health Science Centre; Sinai Health System; International Centre for Infectious Diseases; University of Toronto; Alberta Health Services","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Legislature; Human resources; Business; Medicine; Health care; Business process; Knowledge management; Process management; Political science; Computer science; Marketing; Work in process; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0890213,0.001882697,0.0009449071,0.01331314,0.009011971,0.01542689,0.007324418,0.01171029,0.007032277],"category_scores_gemma":[0.09215567,0.001987686,0.002341563,0.005146894,0.01672595,0.01277485,0.009225796,0.01041763,0.001840036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04361715,"about_ca_system_score_gemma":0.09053325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02745991,"about_ca_topic_score_gemma":0.04488441,"domain_scores_codex":[0.8959076,0.06420863,0.01098333,0.005193852,0.01993323,0.003773322],"domain_scores_gemma":[0.8639075,0.08465756,0.01112376,0.00308794,0.03077944,0.006443805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001690209,0.0008503218,0.008854318,0.006704679,0.0000833239,0.009325669,0.04233994,0.006630443,0.002374324,0.8182006,0.03268078,0.07178655],"study_design_scores_gemma":[0.0007175732,0.0007659642,0.006600912,0.03741274,0.0003082565,0.005080772,0.0901261,0.02249831,0.005042113,0.2558606,0.5751782,0.0004085223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.06814973,0.007669227,0.3519727,0.2582447,0.001463439,0.0980584,0.001890684,0.0003671002,0.2121841],"genre_scores_gemma":[0.2318204,0.003554556,0.7010852,0.01663058,0.0002083019,0.03541059,0.000808675,0.00006856587,0.01041314],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0890213,"threshold_uncertainty_score":0.4707952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178218108757293,"score_gpt":0.2643356681417177,"score_spread":0.2465138572659884,"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."}}