{"id":"W2969691897","doi":"10.1016/j.cmi.2019.08.007","title":"How to start an antimicrobial stewardship programme in a hospital","year":2019,"lang":"en","type":"review","venue":"Clinical Microbiology and Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":111,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Antimicrobial stewardship; Psychological intervention; Stewardship (theology); Medicine; Health care; Infection control; Best practice; Nursing; Business; Antibiotic resistance; Intensive care medicine; Political science","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":[0.001688337,0.001198612,0.001663403,0.00157253,0.0004214556,0.001949867,0.001209545,0.003951205,0.005277703],"category_scores_gemma":[0.003971708,0.0003684354,0.001065804,0.0009562129,0.0006565711,0.002247387,0.001013571,0.005325101,0.002112749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439958,"about_ca_system_score_gemma":0.004888743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002847925,"about_ca_topic_score_gemma":0.006294372,"domain_scores_codex":[0.9991372,0.0002071064,0.0001630789,0.0001442845,0.0002467639,0.0001015409],"domain_scores_gemma":[0.9979724,0.001014897,0.0002591759,0.00003401348,0.0003786369,0.0003406966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000757251,0.0001223497,0.0003809199,0.02073209,0.0001081228,0.0004422838,0.00004965709,0.0002248152,0.0003420156,0.001635494,0.07165259,0.9042338],"study_design_scores_gemma":[0.0001003956,0.0002673031,0.004887535,0.06327296,0.00046788,0.002844694,0.0003511777,0.0001757206,0.0003864491,0.003446176,0.9237362,0.00006347255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008103395,0.9946193,0.0001831195,0.003013316,0.001215421,0.000006869877,0.0000151423,0.00001344412,0.0008523479],"genre_scores_gemma":[0.0008287947,0.9940204,0.0006518794,0.002712954,0.001124899,0.0000127585,0.00003520679,0.000003607056,0.0006094616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005277703,"threshold_uncertainty_score":0.01765567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06483871095910494,"score_gpt":0.3517372491429496,"score_spread":0.2868985381838446,"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."}}