{"id":"W4393237084","doi":"10.1016/j.semnephrol.2024.151494","title":"Epidemiology of Cancer in Kidney Transplant Recipients","year":2024,"lang":"en","type":"article","venue":"Seminars in Nephrology","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Immunosuppression; Population; Kidney transplantation; Skin cancer; Cancer; Internal medicine; Prostate cancer; Dialysis; Kidney cancer; Colorectal cancer; Transplantation; Oncology; 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":[0.0004539744,0.0001182464,0.0003143055,0.002185962,0.0004216163,0.0007275448,0.0003516323,0.0004894296,0.002701167],"category_scores_gemma":[0.001909221,0.0001773407,0.0006264037,0.003180309,0.0002409818,0.0004362543,0.000601647,0.0006388281,0.0003073124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006079945,"about_ca_system_score_gemma":0.0005635942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289481,"about_ca_topic_score_gemma":0.008322148,"domain_scores_codex":[0.9992971,0.0001483033,0.0001395365,0.0001400311,0.0001640801,0.0001109679],"domain_scores_gemma":[0.9979778,0.0002350315,0.001090655,0.00008796326,0.0002409834,0.000367464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000321559,0.00001560795,0.9953321,0.00007739419,0.0000630787,0.00004337456,0.00003787915,0.00006194371,0.0001205321,0.00008687667,0.0007140956,0.0034151],"study_design_scores_gemma":[0.000001914312,0.00003196127,0.9976557,0.00005891936,0.00002389027,0.0004645683,0.0001325191,0.00008295026,0.00002696419,0.00005642557,0.001458399,0.000005678458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340183,0.03742332,0.001232009,0.00180926,0.0001662064,0.0001074912,0.01168725,0.0001150954,0.013441],"genre_scores_gemma":[0.9867026,0.009403811,0.0004238624,0.0003118342,0.0001467913,0.00005945911,0.002274262,0.00001241746,0.0006649427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01289481,"threshold_uncertainty_score":0.02563953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760885180630705,"score_gpt":0.3236851728445003,"score_spread":0.3060763210381933,"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."}}