{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005295036,0.0001695238,0.0002675576,0.0000777115,0.00005462682,0.000008372183,0.00001661828,0.0001130091,0.000008210121],"category_scores_gemma":[0.00000972615,0.0001034838,0.00008156822,0.00006666452,0.00002504898,0.00007252686,4.713127e-7,0.00003485911,0.000001881851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509643,"about_ca_system_score_gemma":0.0002108021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001698587,"about_ca_topic_score_gemma":0.0004575631,"domain_scores_codex":[0.999307,0.00003453248,0.0001863393,0.0001733373,0.0001388311,0.0001599124],"domain_scores_gemma":[0.9993632,0.00009579732,0.0001282379,0.00008336434,0.00005878901,0.0002705979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01053703,0.001190429,0.9410632,0.0003489893,0.001941175,0.00004028036,0.01847722,0.00009897503,0.02072783,0.0001145822,0.0002107057,0.005249568],"study_design_scores_gemma":[0.09254406,0.0386039,0.3146628,0.0008443896,0.02540601,0.0001963718,0.002141768,0.001455044,0.5167673,0.0002072273,0.006268146,0.000902996],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955637,0.0003746129,0.0006303462,0.0002132339,0.00004690633,0.0006452295,0.002338006,0.00004349037,0.0001444095],"genre_scores_gemma":[0.9958999,0.00230005,0.0003564314,0.0000232336,0.00003518249,0.00005019382,0.001016651,0.00001804052,0.000300338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6264005,"threshold_uncertainty_score":0.4219949,"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."}}