{"id":"W2756191766","doi":"10.1016/s1499-3872(17)60063-8","title":"Gastrointestinal tract post-transplant lymphoproliferative disorder after liver transplantation","year":2017,"lang":"en","type":"letter","venue":"Hepatobiliary & pancreatic diseases international","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Post-transplant lymphoproliferative disorder; Lymphoproliferative disorders; Immunosuppression; Lymphoma; Gastroenterology; Internal medicine; Hematopoietic stem cell transplantation; Transplantation; Lung; Inflammatory bowel disease; Disease; Pathology; Rituximab","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001097488,0.0008248445,0.0009308901,0.0003290389,0.0002439173,0.0002198375,0.0005127387,0.0003841083,0.003689861],"category_scores_gemma":[0.0002026853,0.0007416091,0.0008421001,0.00008171468,0.0004175675,0.0004670351,0.00004516293,0.001082676,0.0002443181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005435648,"about_ca_system_score_gemma":0.000926708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009828933,"about_ca_topic_score_gemma":0.0001049071,"domain_scores_codex":[0.9960868,0.0001485008,0.0007232801,0.001020855,0.001315107,0.0007054636],"domain_scores_gemma":[0.9977691,0.0002047985,0.000494978,0.0007125845,0.0005300641,0.0002885208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004863445,0.001126904,0.7059469,0.001660242,0.0009992454,0.0470429,0.0004994019,0.00001309718,0.00003206202,0.00003277852,0.2360332,0.001749808],"study_design_scores_gemma":[0.01285023,0.00161023,0.8104455,0.008217325,0.00914734,0.01137223,0.0002297048,0.002392693,0.00003550997,0.0006088276,0.140672,0.002418405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5359585,0.007964846,0.00108503,0.391005,0.003339932,0.004538681,0.03006199,0.000760225,0.02528578],"genre_scores_gemma":[0.7650545,0.003633052,0.0003470072,0.1958194,0.003723024,0.0009442793,0.02280706,0.0002167309,0.007454896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229096,"threshold_uncertainty_score":0.9995035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008638493847464328,"score_gpt":0.2517418283126518,"score_spread":0.2431033344651875,"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."}}