{"id":"W3134568294","doi":"10.1111/ctr.14285","title":"Late‐onset allograft rejection, cytomegalovirus infection, and renal allograft loss: Is anti‐CMV prophylaxis required following late‐onset allograft rejection?","year":2021,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Serostatus; Cytomegalovirus; Immunosuppression; Hazard ratio; Internal medicine; Transplantation; Retrospective cohort study; Surgery; Kidney transplantation; Cohort; Proportional hazards model; Betaherpesvirinae; Gastroenterology; Single Center; Immunology; Confidence interval; Herpesviridae; Viral disease; Viral load; Virus","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":[0.002263292,0.0006115514,0.001236764,0.0006051367,0.0007566547,0.0002650298,0.0001900202,0.0009848271,0.0004656944],"category_scores_gemma":[0.0006860134,0.000586265,0.0009113624,0.001710736,0.0006996649,0.0006341215,0.00007997299,0.001576604,0.0001710277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600816,"about_ca_system_score_gemma":0.0006461834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009744613,"about_ca_topic_score_gemma":0.001216165,"domain_scores_codex":[0.9936223,0.0008425631,0.001949213,0.001614561,0.001028254,0.000943117],"domain_scores_gemma":[0.9965695,0.0008846645,0.0003382092,0.000814662,0.0006811581,0.0007118419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002714675,0.00122056,0.9543244,0.0006987861,0.001429231,0.00252162,0.001098576,0.00004480503,0.02125609,0.00002589008,0.003617231,0.01104815],"study_design_scores_gemma":[0.009439091,0.002276893,0.9262383,0.0007266501,0.001227266,0.001431964,0.0001302254,0.0004419429,0.01318141,0.0006995221,0.04323869,0.0009680648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922339,0.0007428094,0.001373341,0.002147066,0.001002291,0.001094898,0.0002516064,0.000404833,0.0007492594],"genre_scores_gemma":[0.9789483,0.01314669,0.001740921,0.001707053,0.0006039817,0.0001199623,0.001002307,0.0001193982,0.002611397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03962146,"threshold_uncertainty_score":0.9996589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420535725788334,"score_gpt":0.3630610450393877,"score_spread":0.3188556877815044,"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."}}