{"id":"W2131395115","doi":"10.3109/10428194.2011.643404","title":"Salvage chemotherapy and autologous stem cell transplant in primary refractory diffuse large B-cell lymphoma: outcomes and prognostic factors","year":2011,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Vincristine; Rituximab; Internal medicine; Etoposide; Salvage therapy; Oncology; CHOP; DHAP; Diffuse large B-cell lymphoma; Autologous stem-cell transplantation; Chemotherapy; Gemcitabine; Surgery; Cyclophosphamide; Lymphoma; Chemistry","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":["metaepi_narrow"],"category_scores_codex":[0.0003780659,0.001385929,0.001985231,0.0005566293,0.0003803384,0.0001400012,0.0003038535,0.0008620459,0.00004319062],"category_scores_gemma":[0.00002418007,0.001102106,0.0003183273,0.0004140326,0.0004845634,0.0004547424,0.0002127319,0.0001800075,0.00002737594],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004535478,"about_ca_system_score_gemma":0.001716785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918305,"about_ca_topic_score_gemma":0.0001401475,"domain_scores_codex":[0.9946713,0.0002132131,0.001217434,0.001718989,0.0006608135,0.001518202],"domain_scores_gemma":[0.9969871,0.0006179137,0.0004282696,0.0009159602,0.00008338756,0.0009673655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001287356,0.0071837,0.8878057,0.000995968,0.0003224494,0.002489261,0.01024256,2.567706e-7,0.001302996,0.0001889791,0.0002820073,0.08789875],"study_design_scores_gemma":[0.08732257,0.001013848,0.8978844,0.0003648661,0.0005828135,0.0008344682,0.001057255,0.0002252555,0.007121382,0.00007215264,0.002461531,0.001059433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844757,0.008678555,0.00001643201,0.00009055485,0.0002598819,0.001527045,0.0001595585,0.0003348855,0.004457374],"genre_scores_gemma":[0.9894861,0.006763267,0.0004361576,0.001596837,0.00007829488,0.0002475191,0.0001632466,0.0001995001,0.001029076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08683932,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225788374398626,"score_gpt":0.2136187307493012,"score_spread":0.201360847005315,"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."}}