{"id":"W2064378168","doi":"10.1016/j.bbmt.2015.02.005","title":"Impact of Conditioning Regimen on Outcomes for Patients with Lymphoma Undergoing High-Dose Therapy with Autologous Hematopoietic Cell Transplantation","year":2015,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; Allos Therapeutics; National Center for Advancing Translational Sciences; Actinium Pharmaceuticals; European Hematology Association; U.S. Public Health Service; Office of Naval Research; Health Resources and Services Administration; National Institute of Allergy and Infectious Diseases; Amgen","keywords":"Medicine; Etoposide; Regimen; Carmustine; Internal medicine; Total body irradiation; Busulfan; Transplantation; Cyclophosphamide; Melphalan; Oncology; Surgery; Hazard ratio; Gastroenterology; Hematopoietic stem cell transplantation; 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":[0.00005815474,0.0001579986,0.0003446566,0.00009431631,0.00004016396,0.000003968067,0.00002542179,0.00008322675,0.000003243188],"category_scores_gemma":[0.000004019847,0.00009390255,0.00005731228,0.00005341464,0.00008967351,0.00005532674,9.796412e-7,0.00001979918,3.280671e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002384946,"about_ca_system_score_gemma":0.0001327636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001292008,"about_ca_topic_score_gemma":0.00002360168,"domain_scores_codex":[0.9993315,0.00003626355,0.0002070358,0.0001909207,0.0001019004,0.0001324094],"domain_scores_gemma":[0.9993512,0.0002104277,0.0001741206,0.00008819747,0.0001082868,0.00006777734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008173204,0.001556283,0.9832228,0.0003657905,0.0005767256,0.00001639027,0.001132705,0.00004515532,0.002919965,0.0004131789,0.000006846655,0.001571003],"study_design_scores_gemma":[0.04453212,0.01678574,0.9048697,0.0002243144,0.0008415429,0.00004797274,0.00006720647,0.000004540888,0.03237038,0.0001415348,0.000001245081,0.0001136778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985748,0.000141528,0.0002342951,0.00006921118,0.00002586655,0.0006371941,0.000204152,0.00001859662,0.00009434645],"genre_scores_gemma":[0.997242,0.0003644945,0.001274736,0.0000328134,0.000007695101,0.00005730133,0.001000209,0.00001324913,0.000007510798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07835303,"threshold_uncertainty_score":0.3829235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263330124633529,"score_gpt":0.2576713998864688,"score_spread":0.2450380986401335,"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."}}