{"id":"W4366824333","doi":"10.22541/au.168235383.36717709/v1","title":"Monomorphic Post-Transplant Lymphoproliferative Disorder in Pediatric Solid Organ Transplant Recipients: Treatment Approach Across Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; London Health Sciences Centre; BC Children's Hospital; Saskatoon City Hospital; Hospital for Sick Children","funders":"","keywords":"Medicine; Post-transplant lymphoproliferative disorder; Immunosuppression; Prednisone; Rituximab; Cyclophosphamide; Lymphoproliferative disorders; Chemotherapy; Internal medicine; Pediatrics; Lymphoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004861845,0.00009564511,0.0001222464,0.0009431882,0.0009899267,0.0005366586,0.0004101283,0.0001219119,0.001215789],"category_scores_gemma":[0.001534103,0.00008074796,0.0001407461,0.002215307,0.0003356012,0.0001413875,0.0002950255,0.0002889506,0.00008504072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01610458,"about_ca_system_score_gemma":0.02332987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9346339,"about_ca_topic_score_gemma":0.9760836,"domain_scores_codex":[0.9995515,0.00004641651,0.00003879063,0.00005665298,0.0001753722,0.0001311708],"domain_scores_gemma":[0.9984101,0.000113374,0.000458889,0.00002416551,0.0006264921,0.0003668959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000094084,0.00002465396,0.958632,0.0001118015,0.00002732793,0.000387866,0.0005403781,0.0002789329,0.0006329342,0.0003171827,0.002981529,0.03597134],"study_design_scores_gemma":[0.000008898564,0.00003892015,0.9931448,0.0001241067,0.00002456837,0.0008635941,0.001103478,0.0002143419,0.0003427936,0.00003920184,0.004087911,0.000007403571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747592,0.01062241,0.0004323811,0.001944868,0.00002403065,0.00008503281,0.002899905,0.00002833774,0.009203929],"genre_scores_gemma":[0.9917558,0.005368938,0.0007538108,0.0003383044,0.00001108252,0.00001976261,0.001123828,0.00000938393,0.0006190619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06536615,"threshold_uncertainty_score":0.1315022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032851807337169,"score_gpt":0.2719319427162851,"score_spread":0.2516034246429134,"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."}}