{"id":"W4389222038","doi":"10.1182/blood-2023-174479","title":"Trends in Outcomes over Three Decades after Upfront Autologous Stem Cell Transplant for Multiple Myeloma at MD Anderson Cancer Center","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Ascentage Pharma; Omeros Corporation; Exelixis; Actinium Pharmaceuticals; Amgen; Takeda Pharmaceuticals U.S.A.; Janssen Biotech; Adaptive Biotechnologies; Karyopharm Therapeutics; Genentech; Celgene; Bristol-Myers Squibb","keywords":"Medicine; Multiple myeloma; Oncology; Internal medicine; Proportional hazards model; Transplantation; Retrospective cohort study; Log-rank test; Incidence (geometry); Hematopoietic stem cell transplantation; Progression-free survival; Survival analysis; Overall survival","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":[0.0005957196,0.0001345366,0.0002359983,0.001184444,0.0002885047,0.0005437544,0.0003351561,0.0002573978,0.001173202],"category_scores_gemma":[0.002117599,0.00008985619,0.0002183803,0.001802949,0.0001923008,0.0005014729,0.0004921817,0.0003721258,0.0001795519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009229928,"about_ca_system_score_gemma":0.0007326926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008986469,"about_ca_topic_score_gemma":0.01392778,"domain_scores_codex":[0.9994951,0.00005455283,0.00007066181,0.0001204812,0.0001316159,0.0001275187],"domain_scores_gemma":[0.9962077,0.0002887668,0.002613519,0.0000659439,0.0003698137,0.0004542836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004963816,0.00001178575,0.9967008,0.000009574592,0.00001397998,0.00005538171,0.00004404841,0.00008230998,0.0001019722,0.00001887907,0.0003097859,0.002601793],"study_design_scores_gemma":[0.000003061334,0.00005659082,0.9989128,0.00001338731,0.00001103649,0.0002432367,0.000117595,0.0001087783,0.00008368951,0.0000137564,0.0004337097,0.000002295638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966887,0.0007414414,0.00007841487,0.0002124398,0.000009792315,0.000006435543,0.001635255,0.00001386475,0.0006137606],"genre_scores_gemma":[0.9964113,0.0005331205,0.00009570263,0.00007975774,0.00003374956,0.00001281876,0.002564325,0.000004147751,0.0002651032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008986469,"threshold_uncertainty_score":0.01786834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744798866611772,"score_gpt":0.3160839845619128,"score_spread":0.2786359958957951,"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."}}