{"id":"W2125523937","doi":"10.3324/haematol.2011.056531","title":"A Cancer and Leukemia Group B multi-center study of DA-EPOCH-rituximab in untreated diffuse large B-cell lymphoma with analysis of outcome by molecular subtype","year":2011,"lang":"en","type":"article","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada; University of Alberta","funders":"","keywords":"International Prognostic Index; Medicine; Epoch (astronomy); Rituximab; Vincristine; Diffuse large B-cell lymphoma; Lymphoma; Internal medicine; Etoposide; Cancer; Germinal center; Single Center; Prednisone; Oncology; Cyclophosphamide; B cell; Chemotherapy; 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":[],"consensus_categories":[],"category_scores_codex":[0.00008655569,0.0002399744,0.001208056,0.0002564801,0.00002573375,0.000005751716,0.00008676606,0.0001013927,0.0000568033],"category_scores_gemma":[0.00001758295,0.000148552,0.000106175,0.0005782241,0.00008226948,0.00003605361,0.00006531015,0.00004612184,0.000002340474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228419,"about_ca_system_score_gemma":0.00003304482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006135767,"about_ca_topic_score_gemma":0.002711808,"domain_scores_codex":[0.9985706,0.00007489574,0.000491984,0.0003937249,0.0002106364,0.000258122],"domain_scores_gemma":[0.9991513,0.00004216972,0.0002523776,0.0003801491,0.00007409037,0.0000999332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006384345,0.07045875,0.9246247,0.00008906149,0.001337744,0.00107359,0.001290034,6.831426e-7,0.000235851,0.00006154179,0.00001775234,0.0001718293],"study_design_scores_gemma":[0.08640742,0.001380196,0.9037953,0.00007157199,0.002709266,0.00002899715,0.0007642016,0.0002909069,0.004380634,0.000002911295,0.00001192432,0.0001566979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981018,0.0009452522,0.00002143727,0.00001891639,0.00001105867,0.000634597,0.00007055458,0.0000223341,0.0001740859],"genre_scores_gemma":[0.999238,0.0001216066,0.0003260739,0.00008540571,0.000001100679,0.0001339749,0.00004913867,0.00001597434,0.00002869248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08576898,"threshold_uncertainty_score":0.9275485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03265571834827629,"score_gpt":0.280381009607812,"score_spread":0.2477252912595357,"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."}}