{"id":"W4386609802","doi":"10.1016/j.jtct.2023.09.005","title":"Consolidative Autotransplantation Achieves High Cure Rates in Adverse-Risk Large B Cell Lymphoma","year":2023,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Internal medicine; Autologous stem-cell transplantation; International Prognostic Index; Salvage therapy; Diffuse large B-cell lymphoma; Transplantation; Retrospective cohort study; Oncology; Lymphoma; Chemotherapy","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":[0.000176523,0.0002022814,0.0002590949,0.000195214,0.0001183228,0.00001847184,0.00003911027,0.0001046683,0.0001002124],"category_scores_gemma":[0.00000169632,0.0001654319,0.00007205454,0.0003015242,0.00004347979,0.0001130738,0.000002564458,0.00007065831,0.0001168588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003637293,"about_ca_system_score_gemma":0.00005404774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001841131,"about_ca_topic_score_gemma":0.00006562594,"domain_scores_codex":[0.9988865,0.0001147554,0.0002550655,0.0002981716,0.0001867426,0.0002587542],"domain_scores_gemma":[0.9995603,0.0001221928,0.00007419063,0.0001185225,0.00003050892,0.00009428708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00615396,0.004356562,0.8492162,0.0008628733,0.0005464697,0.002915353,0.03393982,0.0001571021,0.06484881,0.004194716,0.0004235649,0.03238461],"study_design_scores_gemma":[0.03534864,0.0004108269,0.7449419,0.0001404659,0.0001853415,0.00003475033,0.0009697517,0.0006331471,0.2154902,0.000260188,0.001332043,0.0002527705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969459,0.0008196537,0.0002709419,0.0003839066,0.00008631821,0.0005260158,0.0002430749,0.0001232327,0.0006009612],"genre_scores_gemma":[0.9562746,0.04129699,0.0001227047,0.0002307561,0.00003254719,0.00007763955,0.00162291,0.00002235161,0.0003194813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1506414,"threshold_uncertainty_score":0.6746117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194957527773437,"score_gpt":0.2571767927140767,"score_spread":0.2452272174363423,"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."}}