{"id":"W2977204914","doi":"10.1038/s41409-019-0697-8","title":"Toxicity and survival outcomes of autologous stem cell transplant in multiple myeloma patients with renal insufficiency: an institutional comparison between two eras","year":2019,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Multiple myeloma; Internal medicine; Mucositis; Autologous stem-cell transplantation; Bortezomib; Toxicity; Ixazomib; Dialysis; Surgery; Oncology; Population; Urology; Carfilzomib","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":[0.0001960712,0.0002113615,0.0005610642,0.0002340363,0.00007029868,0.00001302563,0.0000698283,0.00008898463,0.00001769003],"category_scores_gemma":[0.000004499056,0.0001621324,0.00004643561,0.0001820292,0.0001119422,0.0002072958,0.000007087556,0.0001877352,0.000006636181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007077323,"about_ca_system_score_gemma":0.000129498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000538796,"about_ca_topic_score_gemma":0.001134299,"domain_scores_codex":[0.9982002,0.0001274618,0.0004442864,0.00035295,0.0005785112,0.0002966264],"domain_scores_gemma":[0.9992982,0.000170122,0.000113124,0.0001697459,0.00008045775,0.0001683421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002832728,0.001567034,0.9859198,0.0003265962,0.00006450775,0.00006829404,0.001219277,0.0001936949,0.003609252,0.00004472295,4.275561e-7,0.004153633],"study_design_scores_gemma":[0.01928326,0.001493529,0.9699562,0.0001380855,0.0001050191,0.00001201786,0.00007180346,0.00160024,0.00717226,0.00000503836,0.000003518786,0.0001590621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975668,0.00003466684,0.0006519686,0.0000354473,0.00004167626,0.0009056146,0.0004600058,0.00003279496,0.0002710906],"genre_scores_gemma":[0.9978768,0.00001976569,0.0007956212,0.00001189016,0.00001030663,0.00001951574,0.001222741,0.00001560121,0.00002775591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01645053,"threshold_uncertainty_score":0.6611569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356204371339527,"score_gpt":0.2767869454713823,"score_spread":0.2532249017579871,"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."}}