{"id":"W4220684326","doi":"10.1111/tid.13821","title":"Association between gut colonization of vancomycin‐resistant enterococci and liver transplant outcomes","year":2022,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Colonization; Internal medicine; Retrospective cohort study; Cohort; Liver transplantation; Vancomycin-resistant Enterococcus; Enterococcus; Gastroenterology; Transplantation; Vancomycin; Antibiotics; Staphylococcus aureus; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002384933,0.0002214144,0.0004826956,0.000190302,0.0002515851,0.00001538408,0.00008624913,0.00006756272,0.0002458936],"category_scores_gemma":[0.00004207071,0.0002200915,0.00018324,0.0002489448,0.00005793714,0.00008511227,0.00002202333,0.0002511553,0.000005265404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931669,"about_ca_system_score_gemma":0.0001344562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000145984,"about_ca_topic_score_gemma":0.0001167616,"domain_scores_codex":[0.9982939,0.0001458081,0.000450157,0.0003173536,0.0004938719,0.0002988702],"domain_scores_gemma":[0.9989797,0.0002509487,0.0002300799,0.0002084163,0.00009494411,0.0002359045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146596,0.0003849909,0.9906334,0.0005606948,0.0003761897,0.0001623497,0.0006054759,0.0000510769,0.005366702,0.0001494986,0.000273013,0.0002900082],"study_design_scores_gemma":[0.002774569,0.0003699701,0.9925126,0.0001405704,0.001579468,0.00001500244,0.00003628813,0.00007660919,0.0006707425,0.00009145051,0.001505812,0.0002269534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946226,0.000318843,0.000962831,0.0003493437,0.000152385,0.0007914584,0.002318774,0.0001172182,0.0003665763],"genre_scores_gemma":[0.998423,0.0003958908,0.00004061343,0.0002204265,0.00004394092,0.00007307036,0.00039727,0.00003384675,0.0003719201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00469596,"threshold_uncertainty_score":0.8975073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009239876459703937,"score_gpt":0.2382002118296051,"score_spread":0.2289603353699011,"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."}}