{"id":"W4401728184","doi":"10.1038/s41409-024-02399-9","title":"Reappraisal of autologous stem cell transplantation for transformed indolent lymphoma in the bendamustine era","year":2024,"lang":"en","type":"letter","venue":"Bone Marrow Transplantation","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Bendamustine; Medicine; Transplantation; Stem cell; Lymphoma; Autologous stem-cell transplantation; Oncology; Internal medicine; Rituximab","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":[0.0003771721,0.0005342145,0.00084974,0.0004710411,0.00006784171,0.00004181252,0.0001658485,0.0007266827,0.00002718336],"category_scores_gemma":[0.000003908446,0.0003821515,0.0004706814,0.0003285568,0.00008168124,0.00009599742,0.000002819301,0.0004597258,0.00001519475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447823,"about_ca_system_score_gemma":0.0003670565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002494594,"about_ca_topic_score_gemma":0.0001782282,"domain_scores_codex":[0.9970515,0.0001579358,0.001015864,0.0006203068,0.0006810668,0.0004732596],"domain_scores_gemma":[0.9985954,0.0006878003,0.0002402071,0.000331437,0.0000902138,0.00005495807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01722017,0.004663512,0.003869653,0.1529055,0.001881626,0.035064,0.06232723,0.0001834362,0.00886458,0.001579982,0.4396745,0.2717659],"study_design_scores_gemma":[0.1068042,0.01279199,0.2927087,0.01605253,0.03941384,0.01490642,0.00217813,0.001312915,0.128148,0.0008340753,0.3807966,0.004052525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5765828,0.003816492,0.002164091,0.3894134,0.001616378,0.0108066,0.007550186,0.0002986192,0.007751383],"genre_scores_gemma":[0.9471138,0.003075607,0.000499327,0.03290873,0.0005958095,0.001455436,0.01381063,0.0001130154,0.0004276343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3705309,"threshold_uncertainty_score":0.999863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777261936386676,"score_gpt":0.264297254571095,"score_spread":0.2465246352072282,"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."}}