{"id":"W4306682556","doi":"10.1111/tid.13938","title":"Antimicrobial stewardship in solid organ transplantation—A call for action!","year":2022,"lang":"en","type":"editorial","venue":"Transplant Infectious Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Antimicrobial stewardship; Solid organ; Call to action; Antimicrobial; Transplantation; Organ transplantation; Intensive care medicine; Microbiology; Internal medicine; Antibiotics; Antibiotic resistance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000263073,0.0007070501,0.001020352,0.0006349873,0.0003306221,0.00006900029,0.0001979652,0.0004974451,0.0005280554],"category_scores_gemma":[0.00006447215,0.0006935213,0.0006685607,0.0003769394,0.0000666514,0.0001583313,0.0000101279,0.0009939291,0.00004232881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005362,"about_ca_system_score_gemma":0.001295963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000415854,"about_ca_topic_score_gemma":0.0007164126,"domain_scores_codex":[0.9964688,0.0001465677,0.0008473779,0.0009156551,0.00087292,0.0007486691],"domain_scores_gemma":[0.9979327,0.0007360938,0.0002262937,0.0004147236,0.0001800966,0.0005100984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07482091,0.01481861,0.1630107,0.08563233,0.005371985,0.02319865,0.004664311,0.003715325,0.001513148,0.0002846358,0.6205196,0.00244983],"study_design_scores_gemma":[0.1400055,0.00443484,0.07263064,0.01165787,0.02871387,0.001263588,0.000130145,0.0003651991,0.001937789,0.0005131707,0.7326998,0.005647613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.06287967,0.0006584403,0.002953074,0.0005686002,0.855342,0.007915045,0.067023,0.0008938473,0.001766265],"genre_scores_gemma":[0.5674126,0.01691515,0.0002420964,0.0007684754,0.2814073,0.002620749,0.1256174,0.0005912439,0.004424912],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5739347,"threshold_uncertainty_score":0.9995516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794897183131628,"score_gpt":0.3155882719036474,"score_spread":0.2976393000723311,"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."}}