{"id":"W259247391","doi":"10.1188/15.onf.200-203","title":"Richter Syndrome: An Aggressive Transformation","year":2015,"lang":"en","type":"review","venue":"Oncology nursing forum","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Fludarabine; Nausea; Chronic lymphocytic leukemia; Cyclophosphamide; Rituximab; Chemotherapy; Internal medicine; Surgery; Gastroenterology; Leukemia; 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":[0.0006867793,0.0004741432,0.002502856,0.0005032046,0.0001324171,0.00003335741,0.0003316512,0.001288846,0.0001641587],"category_scores_gemma":[0.000130933,0.0003675536,0.0004132583,0.000457545,0.0003347055,0.0002297096,0.00003970114,0.0009956954,0.0006733637],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.07245495,"about_ca_system_score_gemma":0.03660919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000264367,"about_ca_topic_score_gemma":0.00001030072,"domain_scores_codex":[0.9967597,0.0003960645,0.0007708773,0.0005467028,0.0006127946,0.0009138364],"domain_scores_gemma":[0.9978135,0.0001656861,0.0005216128,0.00071466,0.0002261379,0.0005584392],"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":[0.00008328479,0.0003466773,2.150053e-7,0.003698242,0.0001692172,0.001502639,0.0005983253,3.498578e-7,1.440276e-7,0.0002213834,0.01624617,0.9771333],"study_design_scores_gemma":[0.005130652,0.002151338,5.974741e-7,0.02471141,0.001747961,0.03686569,0.0002627527,0.0002757825,7.893794e-7,0.000210539,0.9283468,0.0002956865],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004206758,0.9691403,0.00009880988,0.0007673006,0.001042796,0.001810373,0.00003152896,0.0001329394,0.02693392],"genre_scores_gemma":[0.0001055376,0.9960089,0.0005039777,0.0001633133,0.0002898234,0.0001954473,0.0009177902,0.0001230119,0.001692241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9768376,"threshold_uncertainty_score":0.9998776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112205757942836,"score_gpt":0.4849416441628679,"score_spread":0.3737210683685843,"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."}}