{"id":"W2961765674","doi":"10.1111/tid.13145","title":"Survival outcomes of allogeneic hematopoietic cell transplants with EBV‐positive or EBV‐negative post‐transplant lymphoproliferative disorder, A CIBMTR study","year":2019,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Post-transplant lymphoproliferative disorder; Hematopoietic cell; Lymphoproliferative disorders; Immunology; Hematopoietic stem cell transplantation; Young adult; Epstein–Barr virus; Transplantation; Lymphoma; Haematopoiesis; Stem cell; Virus; Internal medicine","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":[0.00021693,0.0007831103,0.001476583,0.0002760488,0.0002111638,0.00003741065,0.0002179102,0.0001832408,0.000569624],"category_scores_gemma":[0.0000191154,0.0005418402,0.0004246623,0.0004810179,0.0001913273,0.0002105441,0.00001401364,0.0003672429,0.00008148026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001785811,"about_ca_system_score_gemma":0.000877641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001465409,"about_ca_topic_score_gemma":0.002497154,"domain_scores_codex":[0.9963893,0.0002888738,0.000731089,0.0008869441,0.0009313395,0.0007724751],"domain_scores_gemma":[0.9979423,0.0003451445,0.0002854766,0.0005380138,0.0002964849,0.0005925396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02109206,0.006074867,0.9555016,0.001030067,0.001750632,0.0009821018,0.01226045,0.0004186278,0.0007212608,0.00005980523,0.00001323991,0.0000953394],"study_design_scores_gemma":[0.04209527,0.008853737,0.9358575,0.0008365686,0.004445852,0.0001246973,0.004718789,0.00009412013,0.001801974,0.00008113034,0.00001319271,0.001077174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899043,0.0003311026,0.0003528809,0.0002972086,0.0002315237,0.003869722,0.002701414,0.0002011211,0.002110699],"genre_scores_gemma":[0.9975951,0.0004823604,0.00001886059,0.0005809807,0.00002961442,0.0002427775,0.0004094481,0.0001124772,0.000528392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02100321,"threshold_uncertainty_score":0.9997033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007530802768643174,"score_gpt":0.2406906492520081,"score_spread":0.2331598464833649,"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."}}