{"id":"W2305918089","doi":"10.1097/tp.0000000000000890","title":"Risk Factors for BK Polyoma Virus Treatment and Association of Treatment With Kidney Transplant Failure","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; Odds ratio; BK virus; Kidney transplantation; Confounding; Internal medicine; Transplantation; Confidence interval; Proportional hazards model; Human leukocyte antigen; Immunology","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":[0.0008267274,0.0001609406,0.0003108742,0.0005816336,0.0003216932,0.0004103614,0.0002459482,0.0002559025,0.00260871],"category_scores_gemma":[0.003025137,0.0001239351,0.0004799588,0.0005104693,0.0002005459,0.0002749051,0.0003354961,0.0005703524,0.000136502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002237775,"about_ca_system_score_gemma":0.0005096559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162191,"about_ca_topic_score_gemma":0.001105519,"domain_scores_codex":[0.999449,0.0001511338,0.00007139728,0.0001114126,0.0001193854,0.00009771293],"domain_scores_gemma":[0.9964131,0.0007460479,0.001963199,0.0001648177,0.0001510149,0.0005619104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003623189,0.00001015976,0.9994174,0.000002962181,0.00002243898,0.0000152063,0.000005885525,0.0000267318,0.00006095197,0.000006643483,0.000026897,0.0003685077],"study_design_scores_gemma":[0.000002917243,0.00005299452,0.9991855,0.000004046519,0.0000302381,0.0003156787,0.00002699343,0.0001821469,0.00009294257,0.00001910736,0.00008543844,0.000001899757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986823,0.0003859981,0.0002768706,0.00005134048,0.000008633033,0.00000547813,0.0002062219,0.000004899356,0.0003781675],"genre_scores_gemma":[0.9996285,0.00006097873,0.00009986736,0.00001571655,0.0000135221,0.000003736405,0.0001328711,0.0000013791,0.00004341043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00260871,"threshold_uncertainty_score":0.008727014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163390256580744,"score_gpt":0.2570676745057132,"score_spread":0.2407286488476388,"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."}}