{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005010924,0.0001233118,0.0005211745,0.0003167684,0.000009566582,6.003809e-7,0.00007991069,0.0002912628,0.0003700107],"category_scores_gemma":[0.0001773756,0.0001104432,0.00008226827,0.0004218089,0.0001435813,0.00003096295,0.0000165151,0.0003594028,0.00001067574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925634,"about_ca_system_score_gemma":0.000262135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347369,"about_ca_topic_score_gemma":0.001374631,"domain_scores_codex":[0.9986574,0.0001273168,0.0004443639,0.0003048643,0.00007445686,0.0003915722],"domain_scores_gemma":[0.9994833,0.0002165503,0.00005362079,0.0001432027,0.00001641567,0.00008694772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006459687,0.0000987762,0.9732728,0.0001714145,0.00007233895,0.0002210164,0.001268985,0.0001201553,0.00183639,0.0007547784,0.008359049,0.01317833],"study_design_scores_gemma":[0.006043871,0.001242073,0.9386578,0.004575339,0.0002072774,0.00008374198,0.0002923173,0.004172111,0.0006370064,0.008837482,0.03490114,0.0003498008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569764,0.03258405,0.00001536125,0.007178662,0.0006907249,0.0002305188,0.00006238099,0.00002966035,0.002232272],"genre_scores_gemma":[0.984995,0.009834642,0.0001025341,0.004479707,0.00005415567,0.00006227657,0.00003006694,0.00001731386,0.0004243161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03461496,"threshold_uncertainty_score":0.4503743,"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."}}