{"id":"W2089158135","doi":"10.1182/blood-2010-09-288373","title":"How I treat relapsed and refractory Hodgkin lymphoma","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Comprehensive Cancer Network; Memorial Sloan-Kettering Cancer Center","keywords":"Medicine; Salvage therapy; Context (archaeology); Radiation therapy; Oncology; Refractory (planetary science); Chemotherapy; Lymphoma; Internal medicine; Chemotherapy regimen; Regimen; Disease; Clinical trial; Transplantation; Autologous stem-cell transplantation; Surgery","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":[0.0000391407,0.0001347482,0.000207542,0.00005314347,0.00004608764,0.00001862314,0.00003317637,0.00008093175,0.00006593393],"category_scores_gemma":[0.00003136582,0.00009732711,0.00006145535,0.00005767165,0.00004781745,0.00006681674,0.00002366147,0.00002649681,0.00003461907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003526055,"about_ca_system_score_gemma":0.00004194372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001093033,"about_ca_topic_score_gemma":0.000009296254,"domain_scores_codex":[0.9993701,0.00001892185,0.00009376837,0.0002287028,0.0001169054,0.0001715746],"domain_scores_gemma":[0.9994769,0.00003199154,0.00004105402,0.0002698097,0.00002620825,0.0001540854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003322158,0.01081449,0.8094317,0.0001050296,0.0006307602,0.002259872,0.001681888,3.621262e-9,0.004617007,0.001562165,0.003088277,0.1654765],"study_design_scores_gemma":[0.01846782,0.001365927,0.9006371,0.00007106867,0.0007942949,0.0004525655,0.0001460191,0.000001203129,0.06525262,0.0001340109,0.01251522,0.0001621282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746346,0.002167053,0.000001828639,0.000354756,0.00004990412,0.0001828334,0.000005912692,0.00006662915,0.02253652],"genre_scores_gemma":[0.9959309,0.0004531377,0.0008724945,0.0001941654,0.00008023259,0.00003927341,0.00001021206,0.00001844868,0.0024011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653144,"threshold_uncertainty_score":0.3968884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561268694100229,"score_gpt":0.2219604042572754,"score_spread":0.1963477173162731,"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."}}