{"id":"W4402939923","doi":"10.1111/tid.14385","title":"Antimicrobial stewardship for organ donors: Importance, current practice, and challenges","year":2024,"lang":"en","type":"editorial","venue":"Transplant Infectious Disease","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Antimicrobial stewardship; Current (fluid); Intensive care medicine; Stewardship (theology); Antimicrobial; Engineering ethics; Microbiology; 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":[0.0003139996,0.0005298905,0.0005962345,0.000371555,0.0001342658,0.0001229581,0.00008839475,0.0004550439,0.00005026988],"category_scores_gemma":[0.000266048,0.0004910842,0.0002596645,0.0001635676,0.0000875366,0.0002022413,0.00001092314,0.0008064836,0.00006185054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281214,"about_ca_system_score_gemma":0.0008652855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001960565,"about_ca_topic_score_gemma":0.0001189228,"domain_scores_codex":[0.9976456,0.00006982026,0.0005139966,0.0008225547,0.0005646535,0.0003834106],"domain_scores_gemma":[0.9979975,0.000689391,0.0001782746,0.0002976452,0.0003583847,0.0004788427],"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":[0.006616405,0.001923284,0.00252344,0.07202977,0.001385026,0.001146223,0.001884949,0.000003385983,0.00009094148,0.001609566,0.9002617,0.01052531],"study_design_scores_gemma":[0.004353559,0.0003211969,0.0009002206,0.002306478,0.006366081,0.0001193863,0.00002377368,0.00002051297,0.00004533385,0.0002730353,0.9846954,0.0005749786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005618496,0.0586598,0.0004689181,0.004585879,0.9077605,0.003997511,0.01560118,0.001127229,0.002180467],"genre_scores_gemma":[0.05948236,0.3609064,0.0001094247,0.0003000779,0.5620875,0.0003682096,0.0159522,0.0003256807,0.0004681375],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.345673,"threshold_uncertainty_score":0.9997541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702269393170727,"score_gpt":0.2956408228254103,"score_spread":0.2786181288937031,"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."}}