{"id":"W3008063367","doi":"10.1097/tp.0000000000003183","title":"Real-world Outcomes With Rituximab-based Therapy for Posttransplant Lymphoproliferative Disease Arising After Solid Organ Transplant","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Rituximab; Lymphoproliferative disease; Solid organ; Medicine; Lymphoproliferative disorders; Organ transplantation; Post-transplant lymphoproliferative disorder; Disease; Immunology; Intensive care medicine; Transplantation; Internal medicine; Lymphoma","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":[0.00007890106,0.0003330288,0.0004940198,0.0001121364,0.0001427089,0.0000418475,0.00007341965,0.00008172378,0.00009210261],"category_scores_gemma":[0.00000510579,0.0002502631,0.0001909068,0.0002611959,0.00006543081,0.0001557396,9.194447e-7,0.000139497,0.000009869278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008733576,"about_ca_system_score_gemma":0.0003862937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001758294,"about_ca_topic_score_gemma":0.000352082,"domain_scores_codex":[0.998428,0.00004736696,0.0003422106,0.0004435417,0.0003602256,0.0003786742],"domain_scores_gemma":[0.9992176,0.00008811241,0.00009599602,0.000144744,0.0001083435,0.0003451657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2136589,0.00128899,0.7439763,0.00258273,0.0009850328,0.001042119,0.01892416,0.0014073,0.01200767,0.0002472225,0.0001580235,0.003721594],"study_design_scores_gemma":[0.1201269,0.003717095,0.8054032,0.001343688,0.003439752,0.00003118978,0.000460519,0.007196998,0.05631089,0.0002066498,0.0003520847,0.001411025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530009,0.0001980289,0.03409079,0.009214722,0.00006863069,0.001721428,0.001244707,0.0002280165,0.0002327794],"genre_scores_gemma":[0.989544,0.0006795647,0.0008722922,0.00702352,0.00008202442,0.0002640488,0.00141159,0.00007067827,0.00005225249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09353191,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873137669276746,"score_gpt":0.2860810696427553,"score_spread":0.2673496929499878,"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."}}