{"id":"W2883198699","doi":"10.1016/j.mayocp.2018.04.025","title":"Immunosuppression, Race, and Donor-Related Risk Factors Affect De novo Cancer Incidence Across Solid Organ Transplant Recipients","year":2018,"lang":"en","type":"article","venue":"Mayo Clinic Proceedings","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Immunosuppression; Malignancy; Internal medicine; Incidence (geometry); Cancer; Skin cancer; Pancreatic cancer; Kidney cancer; Gastroenterology; Oncology","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":[0.0007568422,0.0003191048,0.0005828831,0.00008287602,0.0004508601,0.00007399269,0.0002028329,0.0004003468,0.0005719208],"category_scores_gemma":[0.0005925954,0.0002558457,0.0001308027,0.0004322962,0.0003608271,0.0002577883,0.00008654792,0.0006161169,0.00006758693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402486,"about_ca_system_score_gemma":0.0001953144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009474189,"about_ca_topic_score_gemma":0.0001340841,"domain_scores_codex":[0.9977781,0.00002534567,0.0005504024,0.000581677,0.0003331885,0.0007313455],"domain_scores_gemma":[0.998769,0.00009083532,0.0003959246,0.0001609638,0.0002844353,0.0002987986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007815647,0.0001071194,0.971929,0.00007036316,0.0001979079,0.000006512875,0.01237836,3.685161e-7,0.007494699,0.000003080648,0.00473943,0.002291569],"study_design_scores_gemma":[0.007092357,0.001200688,0.9682837,0.00122918,0.0004500095,0.00004651204,0.002399612,0.0002301428,0.01633781,0.0002897284,0.001965587,0.0004747098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961315,0.0007170639,0.00001301718,0.0005358279,0.0006314838,0.000465545,0.00008709595,0.0001668006,0.00125169],"genre_scores_gemma":[0.9925374,0.004221374,0.000060419,0.0004066112,0.0001727247,0.000043155,0.00001710853,0.00005614178,0.002485086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009978747,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561237019794478,"score_gpt":0.3362953214160305,"score_spread":0.3206829512180858,"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."}}