{"id":"W3203453632","doi":"10.1016/j.jtct.2021.09.021","title":"Risk Factors for the Incidence of and the Mortality due to Post-Transplant Lymphoproliferative Disorder after Hematopoietic Cell Transplantation","year":2021,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health Services; University of Calgary","funders":"O'Brien Institute for Public Health, University of Calgary; Alberta Cancer Foundation","keywords":"Serostatus; Medicine; Incidence (geometry); Internal medicine; Risk factor; Gastroenterology; Transplantation; Post-transplant lymphoproliferative disorder; Hematopoietic stem cell transplantation; Lymphoproliferative disorders; Cumulative incidence; Immunology; Complication; Lymphoma; Viral load; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002698787,0.0001763428,0.0002966355,0.00003444955,0.0001927518,0.0000294157,0.00005347833,0.00007816577,0.00004549302],"category_scores_gemma":[0.00000963157,0.0001001591,0.0001251773,0.0001351961,0.0001468606,0.00006624937,0.000002508146,0.0001023091,6.923754e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001143212,"about_ca_system_score_gemma":0.00007527176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000583025,"about_ca_topic_score_gemma":0.0005307082,"domain_scores_codex":[0.9989555,0.000135975,0.0002800099,0.0002433527,0.0002194467,0.0001657078],"domain_scores_gemma":[0.9992067,0.0003480139,0.0000922035,0.0001543263,0.0001264159,0.00007229704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03791532,0.0006838065,0.5763059,0.002522582,0.001392247,0.0002010145,0.2951223,0.0006236309,0.07109212,0.002038645,0.00002881294,0.0120736],"study_design_scores_gemma":[0.03099311,0.0007602181,0.7191648,0.0002536796,0.002282372,0.0001301777,0.01388926,0.000937283,0.2297203,0.001180928,0.0001867248,0.0005011731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971091,0.005704206,0.02063086,0.001118256,0.0000534059,0.0009791292,0.000352213,0.00001484341,0.00005609507],"genre_scores_gemma":[0.9725481,0.02611179,0.00007462678,0.0008718384,0.00001718198,0.0001382663,0.0001684834,0.00001722105,0.00005255321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2812331,"threshold_uncertainty_score":0.4084368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009878284039741236,"score_gpt":0.2511537374207627,"score_spread":0.2412754533810215,"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."}}