{"id":"W4304690353","doi":"10.1016/j.jtct.2022.10.003","title":"Impact of Implementing a Bendamustine-Based Conditioning Regimen on Outcomes of Autologous Stem Cell Transplantation in Lymphoma while Novel Cellular Therapies Emerge","year":2022,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Bendamustine; Regimen; Carmustine; Mucositis; Transplantation; Autologous stem-cell transplantation; Oncology; Lymphoma; Internal medicine; Surgery; Chemotherapy; Rituximab; Cyclophosphamide","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":[0.0002468681,0.0002226342,0.0004394889,0.0002776249,0.0001358876,0.000009035655,0.00006435846,0.00005127698,0.0002736143],"category_scores_gemma":[6.221424e-7,0.0001853876,0.0002005422,0.0002141334,0.00004315215,0.00005612455,0.000003924764,0.00007039198,7.215265e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009775705,"about_ca_system_score_gemma":0.0001118002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004358114,"about_ca_topic_score_gemma":0.00001660527,"domain_scores_codex":[0.9985458,0.0001156442,0.0005105364,0.0002661114,0.0003302656,0.0002316885],"domain_scores_gemma":[0.9993376,0.0001391647,0.0002630671,0.0001606339,0.00004310792,0.00005646116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003806171,0.003612868,0.5415313,0.000502322,0.0005242167,0.0001983654,0.01301826,0.002460537,0.4204412,0.0004505124,0.00001277284,0.01344141],"study_design_scores_gemma":[0.02168851,0.002072816,0.6086435,0.00009182251,0.0002055409,0.0000204221,0.001032804,0.0008282615,0.3651542,0.00001548777,0.00005229659,0.0001942952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971659,0.0007170258,0.000616385,0.000107611,0.00003943336,0.000599907,0.0004330734,0.00002799709,0.0002926488],"genre_scores_gemma":[0.9980987,0.0005309192,0.0001772057,0.00009263522,0.000008090115,0.0001086567,0.000917024,0.00002540468,0.00004134564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06711216,"threshold_uncertainty_score":0.7559887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439031895900168,"score_gpt":0.2759682069388299,"score_spread":0.2515778879798282,"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."}}