{"id":"W2053737559","doi":"10.1007/s11912-010-0132-1","title":"Post-Transplantation Lymphoproliferative Disorders: Diagnosis, Prognosis, and Current Approaches to Therapy","year":2010,"lang":"en","type":"review","venue":"Current Oncology Reports","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Clair College","funders":"","keywords":"Medicine; Rituximab; Lymphoproliferative disorders; Lymphoma; Transplantation; Internal medicine; Chemotherapy; Disease; Oncology; 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":[0.000507346,0.0007691818,0.002380191,0.0003784521,0.0001900072,0.00005827676,0.0001261571,0.000768448,0.00005224491],"category_scores_gemma":[0.0001882402,0.0005874201,0.0005345117,0.0003940309,0.0001994332,0.0001138646,0.00006648343,0.001162275,0.00001770049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000434649,"about_ca_system_score_gemma":0.002046921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002762073,"about_ca_topic_score_gemma":0.0001509707,"domain_scores_codex":[0.9964033,0.0002452619,0.001188134,0.001183325,0.0004011723,0.0005788531],"domain_scores_gemma":[0.9978014,0.0001748498,0.0009814298,0.0004463593,0.0001564938,0.0004395291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006589821,0.001390592,0.01037854,0.006683295,0.0002275487,0.00009025165,0.000748994,1.718491e-7,3.916169e-7,0.00003339812,0.001619937,0.978761],"study_design_scores_gemma":[0.001157607,0.001036398,0.001098566,0.005739749,0.00170622,0.0006729822,0.00006122437,0.000001118869,0.000003575832,0.0001084179,0.9879178,0.0004963323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001742929,0.9881179,0.00002679354,0.0007751137,0.002981826,0.00565434,0.0001046308,0.0001192695,0.0004772052],"genre_scores_gemma":[0.0006608529,0.9910831,0.00009343125,0.0001445154,0.0005038578,0.005806546,0.001580176,0.00009386986,0.00003358033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862978,"threshold_uncertainty_score":0.9996578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458352406213013,"score_gpt":0.3978280831315296,"score_spread":0.2519928425102282,"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."}}