{"id":"W2018960321","doi":"10.1034/j.1399-3062.2001.003002119.x","title":"Recurrent Epstein–Barr virus associated disease in a cardiac transplant patient: evolution from plasmacytic hyperplasia to diffuse large cell lymphoma","year":2001,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lymphoma; Hyperplasia; Diffuse large B-cell lymphoma; Disease; Pathology; Epstein–Barr virus; Virus; Lymphoid hyperplasia; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001636447,0.0005974933,0.0007969716,0.0004048862,0.0002401593,0.00005446589,0.0001558024,0.0002180098,0.0001604508],"category_scores_gemma":[0.00008552993,0.000597925,0.0005278408,0.0007941461,0.00005045714,0.000191597,0.00002007485,0.0003209396,0.000209753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457295,"about_ca_system_score_gemma":0.0005913637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003144999,"about_ca_topic_score_gemma":0.002689737,"domain_scores_codex":[0.9963595,0.0002764931,0.0006861477,0.0008657232,0.0007338577,0.001078285],"domain_scores_gemma":[0.9974574,0.0001261993,0.0001559762,0.000482149,0.00009251218,0.001685699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01445124,0.01532802,0.9607192,0.0002512874,0.0003149103,0.002332155,0.002709701,0.0004465389,0.001048468,0.00005363618,0.0006819134,0.00166292],"study_design_scores_gemma":[0.05063326,0.001326528,0.9337824,0.001656149,0.003083443,0.00001272821,0.0002344066,0.004148525,0.0002513743,0.000453197,0.002959727,0.00145827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848467,0.002812312,0.0002460243,0.0002672563,0.0007210231,0.001541181,0.008376715,0.0003628858,0.0008259321],"genre_scores_gemma":[0.9941929,0.002132555,0.000005234555,0.0007469046,0.0001078848,0.0003392822,0.002295064,0.00009493516,0.00008526091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03618202,"threshold_uncertainty_score":0.9996472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006130772746769608,"score_gpt":0.2164936323836164,"score_spread":0.2103628596368468,"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."}}