{"id":"W4412039581","doi":"10.1111/ctr.70226","title":"Chronic Antibiotic Prophylaxis to Prevent Recurrent Cholangitis in Liver Transplant Recipients","year":2025,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Antibiotic prophylaxis; Antibiotics; Intensive care medicine; Internal medicine; Gastroenterology; Transplantation; Microbiology","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":[0.001003032,0.0001223947,0.0003876673,0.0001854898,0.0001684666,0.000314659,0.0001245411,0.0002098129,0.0007323927],"category_scores_gemma":[0.002204125,0.00004774002,0.0003104983,0.0002023551,0.0001919473,0.0002164227,0.0001646902,0.0003058177,0.00005184695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767526,"about_ca_system_score_gemma":0.0003669002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002468873,"about_ca_topic_score_gemma":0.0003864913,"domain_scores_codex":[0.9995129,0.0002604727,0.00007402968,0.00003074565,0.00006526527,0.00005662676],"domain_scores_gemma":[0.9979673,0.0005521394,0.0009528215,0.00005980027,0.000106536,0.0003613861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0260151,0.003496035,0.7806698,0.001217732,0.0008223354,0.0008586379,0.0001977547,0.0003790825,0.01023331,0.0002443972,0.0006901452,0.1751756],"study_design_scores_gemma":[0.002642747,0.112077,0.8734519,0.0005049526,0.0007059482,0.003814271,0.0002588169,0.00098237,0.002977067,0.0001147894,0.002453054,0.0000170174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916213,0.007637572,0.0001111266,0.00009998789,0.00001982179,0.00002237567,0.00003109734,0.000003718102,0.0004530131],"genre_scores_gemma":[0.9990232,0.0006787146,0.000130767,0.00005624303,0.0000433606,0.00001071786,0.00002800169,5.000093e-7,0.00002863447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001003032,"threshold_uncertainty_score":0.005304575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03811142921345624,"score_gpt":0.3694098323010977,"score_spread":0.3312984030876415,"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."}}