{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003391613,0.0001597624,0.0002634025,0.0004551538,0.000398162,0.0007061149,0.000297301,0.0003150552,0.003266283],"category_scores_gemma":[0.001348082,0.0001602962,0.0005557195,0.0005116399,0.0001796506,0.0003605004,0.0005058747,0.0005140092,0.000234432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896689,"about_ca_system_score_gemma":0.0003631836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005995127,"about_ca_topic_score_gemma":0.01067499,"domain_scores_codex":[0.9996846,0.00006002475,0.00003356555,0.00007336971,0.00004399364,0.0001044484],"domain_scores_gemma":[0.9989812,0.0001247918,0.0004882354,0.00005331182,0.00006152347,0.0002908985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008230135,0.00002141062,0.9980314,0.000004054566,0.00004431829,0.00003092275,0.00002606829,0.00002682419,0.0002850652,0.00001637667,0.00006762117,0.001363713],"study_design_scores_gemma":[0.000001976829,0.00003112925,0.9995317,0.000003597683,0.00002660279,0.00008420528,0.000103395,0.00006030387,0.00005013035,0.00001255974,0.00009304423,0.000001267542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988544,0.0003578549,0.00004779054,0.00007456214,0.000008298006,0.000002172258,0.0001364557,0.000003280584,0.0005151939],"genre_scores_gemma":[0.9994703,0.0001282551,0.00002371293,0.00003329777,0.00001127626,0.000001327916,0.0001355206,0.000002170037,0.0001941755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005995127,"threshold_uncertainty_score":0.01192045,"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."}}