{"id":"W2024566355","doi":"10.12927/hcq.2013.21672","title":"Establishing an Antimicrobial Stewardship Program","year":2010,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Accreditation; Government (linguistics); Infection control; Business; Best practice; Stewardship (theology); Control (management); Antibiotic Stewardship; Medicine; Antibiotics; Intensive care medicine; Antibiotic resistance; Political science; Medical education; Management; Microbiology","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":[0.01309332,0.0003587118,0.0003062734,0.001226537,0.005299104,0.004037399,0.00197119,0.002432246,0.006633718],"category_scores_gemma":[0.01558772,0.0004372463,0.0005658222,0.0007857752,0.003419646,0.002718771,0.007541657,0.006410952,0.0019222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007580032,"about_ca_system_score_gemma":0.08646868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02327449,"about_ca_topic_score_gemma":0.03442254,"domain_scores_codex":[0.989143,0.002846301,0.0008129199,0.0009261835,0.003296473,0.002975249],"domain_scores_gemma":[0.9423222,0.002330187,0.001785719,0.002310926,0.01254456,0.0387064],"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":[0.0002271821,0.007372583,0.06156078,0.000804952,0.00006342811,0.001747426,0.008346419,0.001685138,0.01975294,0.02084089,0.1022202,0.775378],"study_design_scores_gemma":[0.0005121123,0.006133746,0.2203716,0.001035148,0.0001184141,0.001205912,0.008433169,0.002672474,0.0119531,0.008779601,0.7384901,0.0002946813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4123235,0.004219609,0.08103549,0.3445959,0.006426048,0.01163379,0.0003458405,0.003385882,0.136034],"genre_scores_gemma":[0.6582047,0.002319499,0.2140694,0.04935787,0.002228388,0.001678314,0.0004953668,0.0002465455,0.07139993],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02327449,"threshold_uncertainty_score":0.06924492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344627656438294,"score_gpt":0.2884954105797054,"score_spread":0.2750491340153224,"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."}}