{"id":"W4403634972","doi":"10.1016/j.jtct.2024.10.011","title":"Real-World Outcomes of Upfront Autologous Hematopoietic Stem Cell Transplantation in Patients With Newly Diagnosed Multiple Myeloma With Deletion 17p","year":2024,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation; Leukemia and Lymphoma Society","keywords":"Multiple myeloma; Medicine; Hematopoietic stem cell transplantation; Stem cell; Autologous stem-cell transplantation; Transplantation; Oncology; Internal medicine; Biology; Genetics","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":[0.000099484,0.0002270001,0.00035198,0.0002943903,0.00004899949,0.0000259506,0.00004537429,0.00006854298,0.00003891434],"category_scores_gemma":[6.621939e-7,0.0001487083,0.00005437825,0.000267241,0.00006912238,0.0001303446,0.000001584043,0.0001375976,0.000006492268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004904638,"about_ca_system_score_gemma":0.00007196154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004445626,"about_ca_topic_score_gemma":0.0007119384,"domain_scores_codex":[0.9986503,0.00008642151,0.0003074819,0.0003214989,0.0003922514,0.0002420067],"domain_scores_gemma":[0.999471,0.0001475826,0.00005967366,0.0001453522,0.00006012665,0.0001162847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008924519,0.0006295527,0.9562074,0.00119353,0.0002147367,0.0007828217,0.004871222,0.00006664811,0.003812459,0.00008412988,0.000003263441,0.02320975],"study_design_scores_gemma":[0.01877272,0.001203621,0.937961,0.0003893421,0.0001455299,0.00001627616,0.0001599368,0.0006323549,0.0405119,0.00001059889,0.00002561836,0.0001710955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952452,0.000437141,0.002701776,0.00009706034,0.00003244378,0.00107294,0.00007218427,0.00007291813,0.0002683381],"genre_scores_gemma":[0.9959495,0.002350481,0.0006551773,0.00003063575,0.000008047522,0.00007620556,0.0006842022,0.00003630315,0.0002094179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03669944,"threshold_uncertainty_score":0.6064149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131302174950502,"score_gpt":0.2523135961904764,"score_spread":0.2391833786954262,"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."}}