{"id":"W4403947139","doi":"10.1038/s41408-024-01165-w","title":"Optimal infused CD34+ cell dose in multiple myeloma patients undergoing upfront autologous hematopoietic stem cell transplantation","year":2024,"lang":"en","type":"article","venue":"Blood Cancer Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":9,"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; U.S. Department of Health and Human Services","keywords":"CD34; Medicine; Plerixafor; Multiple myeloma; Hematopoietic stem cell transplantation; Transplantation; Autologous stem-cell transplantation; Melphalan; Haematopoiesis; Propensity score matching; Internal medicine; Urology; Stem cell; Surgery; Oncology; CXCR4; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003556898,0.0001305787,0.0003563669,0.000338061,0.0002243665,0.0004848098,0.0001803799,0.0002600079,0.0007296361],"category_scores_gemma":[0.001121529,0.0001192472,0.0002198488,0.0005095099,0.0001618634,0.0002725155,0.0002020901,0.0004038098,0.0001157203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779847,"about_ca_system_score_gemma":0.0002394381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006384045,"about_ca_topic_score_gemma":0.0005415042,"domain_scores_codex":[0.9997583,0.00008588177,0.00002763646,0.0000451311,0.00003883012,0.00004419702],"domain_scores_gemma":[0.9994517,0.0001343243,0.0002832836,0.00001593525,0.00002728042,0.00008744898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068986,0.00005250623,0.9921302,0.00001454826,0.00003027601,0.0002209452,0.00002907409,0.0002506705,0.001222173,0.00002933142,0.00007622727,0.004874936],"study_design_scores_gemma":[0.00005637035,0.00131645,0.9935666,0.00002025904,0.00009510914,0.00141775,0.0001421677,0.001311459,0.001515801,0.0001396973,0.0004110236,0.00000739514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999316,0.0004159648,0.0001081654,0.00001876529,0.000002946368,0.000002642916,0.00004601113,0.000001877937,0.00008773355],"genre_scores_gemma":[0.9997782,0.00005857985,0.00006864503,0.00001467198,0.000004551437,0.000002153751,0.0000523776,4.928813e-7,0.00002038377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007296361,"threshold_uncertainty_score":0.002742469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929493082406449,"score_gpt":0.2780363374895068,"score_spread":0.2587414066654424,"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."}}