{"id":"W2256346279","doi":"10.1188/15.onf.558-561","title":"Malakoplakia After Allogeneic Hematopoietic Stem Cell Transplantation","year":2015,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Infectious Disease Case Reports and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Malakoplakia; Chemotherapy; Hematopoietic stem cell transplantation; Lymphoma; Salvage therapy; Refractory (planetary science); Transplantation; Stem cell; Lung; Pneumonia; Surgery; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009214548,0.0001434637,0.000250734,0.00008511895,0.0000631849,0.000009875872,0.00002210294,0.0001540173,0.00007696145],"category_scores_gemma":[0.000002422471,0.0001215106,0.00009690948,0.00007852158,0.00008632696,0.00005951158,0.000004759386,0.00009703881,0.000133077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00060885,"about_ca_system_score_gemma":0.0004143356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008686173,"about_ca_topic_score_gemma":0.00001104765,"domain_scores_codex":[0.999052,0.00004143483,0.000209333,0.0002260351,0.0001585334,0.0003126011],"domain_scores_gemma":[0.999369,0.00001709642,0.00007906946,0.000178257,0.00008198946,0.0002745626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005819502,0.009191185,0.7859869,0.0005716539,0.0005247538,0.04524994,0.01092542,0.00006518033,0.00177799,0.0009666441,0.01912751,0.1197933],"study_design_scores_gemma":[0.06879076,0.0260978,0.38598,0.003656313,0.01573425,0.1526182,0.01486445,0.0005606728,0.04958685,0.008724837,0.270269,0.003116803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393643,0.00130414,0.0004364353,0.001433637,0.0008182353,0.0003771676,0.00001027919,0.00009805683,0.05615778],"genre_scores_gemma":[0.9973541,0.00004142239,0.0002248542,0.0004753417,0.00007228386,0.00005934139,0.00006272733,0.00002538653,0.001684512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4000069,"threshold_uncertainty_score":0.4955056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197372045922814,"score_gpt":0.3034165333848109,"score_spread":0.2836793287925296,"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."}}