{"id":"W4311736951","doi":"10.1093/ofid/ofac492.1414","title":"1784. Appropriateness of Intravenous Vancomycin in a Canadian Acute Care Hospital","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Medicine; Medical prescription; Formulary; Vancomycin; Antimicrobial stewardship; Emergency medicine; Intensive care medicine; Pediatrics; Antibiotics; Family medicine; Staphylococcus aureus; 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":[0.00139995,0.0002794903,0.0003191287,0.002582197,0.002217871,0.001788209,0.001089637,0.0004236335,0.003314646],"category_scores_gemma":[0.01135762,0.0002901307,0.0003782315,0.004360763,0.0006105658,0.0003664389,0.0008562893,0.0005185427,0.0003052249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03579813,"about_ca_system_score_gemma":0.04862396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9591814,"about_ca_topic_score_gemma":0.9741343,"domain_scores_codex":[0.9948753,0.0004206079,0.0005543696,0.0003468864,0.002936255,0.000866617],"domain_scores_gemma":[0.9815513,0.00120849,0.004180609,0.0002148807,0.009315328,0.003529289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009404904,0.00004617235,0.9720557,0.0001573945,0.00002867642,0.0003670571,0.0006275233,0.0001326848,0.0002336234,0.00007786952,0.005748883,0.02043056],"study_design_scores_gemma":[0.000005613142,0.00005146143,0.995258,0.0001200888,0.0000160023,0.0001971718,0.001068336,0.0003032048,0.0001021206,0.00001833256,0.002841716,0.00001782164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564507,0.003715305,0.0002422642,0.004638614,0.0001242703,0.0002727445,0.007489885,0.00009881544,0.02696746],"genre_scores_gemma":[0.9959838,0.0009399459,0.0006778471,0.0004709292,0.00002792723,0.0000216683,0.001110937,0.000008549543,0.00075838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04081863,"threshold_uncertainty_score":0.2597349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004872208381614928,"score_gpt":0.2533941898697652,"score_spread":0.2485219814881503,"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."}}