{"id":"W2039437402","doi":"10.4212/cjhp.v64i5.1065","title":"Growing a “Positive Culture” of Antimicrobial Stewardship in a Community Hospital","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; Canada Health Infoway","funders":"","keywords":"Antimicrobial stewardship; Medicine; Antimicrobial; Clostridium difficile; Pharmacist; Intensive care unit; Emergency medicine; Intensive care medicine; Adverse effect; Antibiotics; Internal medicine; Antibiotic resistance; Family medicine; Pharmacy; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00299015,0.0003406801,0.0002295816,0.001002094,0.001626352,0.001605602,0.0009287873,0.0006975227,0.003968421],"category_scores_gemma":[0.01041982,0.0003917999,0.0002538805,0.0006881006,0.001369041,0.0009582219,0.002126672,0.0009658125,0.0002115434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003636402,"about_ca_system_score_gemma":0.009894294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01307208,"about_ca_topic_score_gemma":0.02603361,"domain_scores_codex":[0.9957181,0.001609498,0.0002713395,0.0002789156,0.001247514,0.0008746576],"domain_scores_gemma":[0.9817179,0.002131611,0.003931909,0.0004644853,0.004465148,0.007288974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006585895,0.002591873,0.946472,0.0001711166,0.00005791672,0.001371426,0.001885342,0.0001954005,0.002276787,0.0001032777,0.003196,0.0410202],"study_design_scores_gemma":[0.00009730314,0.004226942,0.9802714,0.0001599413,0.00004456962,0.001411068,0.00887838,0.0006338611,0.001615723,0.0001719453,0.002428242,0.00006053847],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974059,0.0001396571,0.00007492185,0.0009763798,0.00003456419,0.00006441763,0.00002725476,0.00001344976,0.001263417],"genre_scores_gemma":[0.9990225,0.00009218251,0.000310053,0.0003253603,0.00002432159,0.00001843077,0.00003028889,0.000003054875,0.0001739253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01307208,"threshold_uncertainty_score":0.02638412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945801353959173,"score_gpt":0.2420915373038779,"score_spread":0.2226335237642861,"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."}}