{"id":"W2300455314","doi":"10.1111/ctr.12733","title":"Solid organ transplant patients: are there opportunities for antimicrobial stewardship?","year":2016,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Baycrest Hospital; Mount Sinai Hospital; Health Sciences Centre; Ontario Drug Policy Research Network; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Pfizer Canada; Alberta Innovates - Health Solutions; University Health Network; Pfizer","keywords":"Antimicrobial stewardship; Medicine; Stewardship (theology); Intensive care medicine; Antimicrobial; Medical prescription; Infectious disease (medical specialty); Infection control; Audit; Family medicine; Internal medicine; Disease; Antibiotics; Antibiotic resistance; Nursing; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004349226,0.0001562034,0.0003433389,0.0003875727,0.0005638975,0.001501864,0.000441067,0.0005929699,0.002434608],"category_scores_gemma":[0.02575911,0.0001825794,0.0002034165,0.001074502,0.0007132979,0.001700161,0.001411858,0.0007853729,0.0001608029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005274508,"about_ca_system_score_gemma":0.001463148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007500598,"about_ca_topic_score_gemma":0.002068922,"domain_scores_codex":[0.9958687,0.001936055,0.0005224974,0.0003394315,0.0009216688,0.0004116918],"domain_scores_gemma":[0.9780542,0.006613466,0.0115673,0.0003739171,0.001296452,0.002094772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001677166,0.00006785664,0.9659159,0.0001112157,0.00003246177,0.0001540655,0.0005403407,0.00005477222,0.0002069104,0.0000728718,0.0005398516,0.03213605],"study_design_scores_gemma":[0.00002142759,0.0003000328,0.9927635,0.0002179039,0.00003931736,0.001021161,0.00344307,0.0004018774,0.0002093568,0.0003101496,0.001263444,0.000008866403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892179,0.003516003,0.0002232323,0.00602492,0.00003010287,0.0000131648,0.00004947728,0.000009327569,0.0009159572],"genre_scores_gemma":[0.9989343,0.0005249925,0.0002121919,0.00021439,0.00004458508,0.000003949342,0.00002493509,0.000001394332,0.0000393549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004349226,"threshold_uncertainty_score":0.02300119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06818921081298879,"score_gpt":0.327174355551926,"score_spread":0.2589851447389372,"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."}}