{"id":"W4389231950","doi":"10.1182/blood-2023-179153","title":"Impact of Age on Outcome in Newly Diagnosed Multiple Myeloma Patients Undergoing Upfront Autologous Hematopoietic Cell Transplantation from the Worldwide Network for Blood and Marrow Transplantation Global Study","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McMaster University","funders":"","keywords":"Medicine; Transplantation; Multiple myeloma; Cumulative incidence; Internal medicine; Population; Oncology; Proportional hazards model","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001393423,0.000277138,0.0004349517,0.001064816,0.0003595347,0.0007334317,0.0003879943,0.0002739514,0.001267299],"category_scores_gemma":[0.003401196,0.0001248644,0.0006821065,0.001951887,0.0001943202,0.000640846,0.000862683,0.0006955478,0.0002219657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004976926,"about_ca_system_score_gemma":0.0006425691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004854917,"about_ca_topic_score_gemma":0.008292379,"domain_scores_codex":[0.9993458,0.0001579418,0.00009583156,0.0001420251,0.0001406181,0.0001178094],"domain_scores_gemma":[0.9972658,0.0003239867,0.001489888,0.0001547898,0.0003455169,0.0004201228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001256687,0.00001265848,0.9980798,0.00001763411,0.00007363983,0.00003093493,0.00004300045,0.00004152995,0.00001948054,0.00001879078,0.0003191888,0.001217666],"study_design_scores_gemma":[0.00001306709,0.00006679482,0.9986801,0.00001909352,0.00009454364,0.0001523488,0.0001362822,0.00009456628,0.0000294636,0.00005123432,0.0006574675,0.000004996195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914668,0.001384281,0.0001214951,0.0002055493,0.00002971556,0.00003019557,0.005562714,0.000008086277,0.001191234],"genre_scores_gemma":[0.9942105,0.000390416,0.00007415889,0.00008257374,0.00003219421,0.00003599188,0.005020053,0.000005747036,0.0001483376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004854917,"threshold_uncertainty_score":0.00965333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358846687678407,"score_gpt":0.3044549000679961,"score_spread":0.280866433191212,"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."}}