{"id":"W4412891869","doi":"10.1016/j.jtct.2025.07.023","title":"Outcomes of Patients With Multiple Myeloma With deletion 1p Following Autologous Stem Cell Transplant","year":2025,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; Paula and Rodger Riney Foundation; University of Texas MD Anderson Cancer Center; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation; Leukemia and Lymphoma Society","keywords":"Medicine; Multiple myeloma; Internal medicine; Hazard ratio; Concomitant; Propensity score matching; Hematopoietic stem cell transplantation; Single Center; Oncology; Retrospective cohort study; Progression-free survival; Transplantation; Overall survival; Proportional hazards model; Surgery; Gastroenterology; Confidence interval","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":[0.00006429837,0.0001792701,0.0003153438,0.0001392897,0.00008846943,0.00001168178,0.00004519847,0.00006480609,0.00001535105],"category_scores_gemma":[6.249248e-7,0.000111409,0.00006972895,0.0001473838,0.00005324246,0.00006712754,0.000001692647,0.00009009394,0.000001861646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001884603,"about_ca_system_score_gemma":0.00005455337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005891282,"about_ca_topic_score_gemma":0.00003849128,"domain_scores_codex":[0.9990225,0.00005473847,0.0002047024,0.000229048,0.0002901822,0.0001988287],"domain_scores_gemma":[0.9995745,0.00008004145,0.00005481382,0.000142099,0.00006280672,0.00008577829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006418266,0.0004551303,0.9635795,0.0002681151,0.0004440637,0.0001335561,0.001022594,0.000008751545,0.007618099,0.0000315487,0.000001538584,0.02001883],"study_design_scores_gemma":[0.02022878,0.0008654661,0.8861991,0.0001500961,0.0002077159,0.000004786141,0.0001084094,0.0001459908,0.09191103,0.000005099251,0.00006034169,0.000113161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907857,0.000368683,0.007506577,0.00008241556,0.00002789749,0.0007590016,0.0000539865,0.00004180394,0.0003739029],"genre_scores_gemma":[0.99822,0.0004270845,0.0005530647,0.00007883213,0.000003287334,0.00003656999,0.0003775766,0.00001669338,0.0002869051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08429293,"threshold_uncertainty_score":0.4543128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059242207260282,"score_gpt":0.2443225478716972,"score_spread":0.2337301257990944,"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."}}