{"id":"W4390748679","doi":"10.1017/ash.2023.517","title":"Bring it on again: antimicrobial stewardship in transplant infectious diseases: updates and new challenges","year":2024,"lang":"en","type":"article","venue":"Antimicrobial Stewardship & Healthcare Epidemiology","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Antimicrobial stewardship; Intensive care medicine; Medicine; Transplantation; Population; Neutropenia; Immunosuppression; Antibiotics; Immunology; Antibiotic resistance; Internal medicine; Biology; Environmental health","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":[0.009416587,0.0005959847,0.00124623,0.003296506,0.0005911469,0.003866358,0.0009016272,0.003249123,0.004623402],"category_scores_gemma":[0.03510126,0.0003285711,0.001117822,0.003088147,0.001333409,0.007913028,0.001998181,0.005394235,0.00111561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228801,"about_ca_system_score_gemma":0.006103344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684981,"about_ca_topic_score_gemma":0.005375301,"domain_scores_codex":[0.9945441,0.002388584,0.001036007,0.0003946944,0.001357909,0.0002786975],"domain_scores_gemma":[0.9496121,0.03034734,0.003768182,0.000845642,0.01292532,0.002501275],"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":[0.00009412518,0.00007562154,0.001858104,0.01006714,0.0001760179,0.0001583508,0.000675226,0.0004046724,0.0004495277,0.007869417,0.2483411,0.7298307],"study_design_scores_gemma":[0.00003069257,0.0001333423,0.003199565,0.02242679,0.00018715,0.0007007579,0.0009298752,0.0003622632,0.0002363414,0.006580247,0.9651481,0.00006485538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000974285,0.8464724,0.001224649,0.134491,0.01396288,0.00002629411,0.0001185118,0.0001016596,0.00262828],"genre_scores_gemma":[0.01097955,0.9064621,0.004372636,0.04322297,0.03308135,0.00005118698,0.0002122372,0.00005732752,0.001560535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009416587,"threshold_uncertainty_score":0.04980022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0987941463357492,"score_gpt":0.3761125321413782,"score_spread":0.2773183858056291,"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."}}