{"id":"W2971739694","doi":"10.1016/j.bbmt.2019.08.023","title":"Presalvage International Staging System Stage and Other Important Outcome Associations in CD34+-Selected Allogeneic Hematopoietic Stem Cell Transplantation for Multiple Myeloma","year":2019,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Food and Drug Administration; Ottawa Hospital; Celgene; Miltenyi Biotec; Leukemia and Lymphoma Society; National Cancer Institute; National Institutes of Health; International Myeloma Foundation; Ottawa Hospital Research Institute; Amgen; Multiple Myeloma Research Foundation","keywords":"Medicine; Multiple myeloma; Cumulative incidence; Transplantation; Internal medicine; Hematopoietic stem cell transplantation; Melphalan; Cohort; Surgery; Fludarabine; Oncology; Cyclophosphamide; Chemotherapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005974806,0.000244892,0.000220238,0.0006337282,0.0002981912,0.000639128,0.0003786321,0.000298442,0.001695782],"category_scores_gemma":[0.001775957,0.0001141544,0.0003980778,0.0006503512,0.0002049707,0.000358189,0.0004072993,0.0006545004,0.0001909801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002857551,"about_ca_system_score_gemma":0.0005018414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002410816,"about_ca_topic_score_gemma":0.006928352,"domain_scores_codex":[0.9998189,0.00005544312,0.0000143398,0.0000231025,0.00002810171,0.00006013194],"domain_scores_gemma":[0.9993172,0.0002107541,0.0001982149,0.0000451855,0.00005394964,0.0001746938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007138243,0.0000363597,0.993507,0.00000768322,0.0000600515,0.0001114108,0.00002767325,0.0001827966,0.0004369661,0.00007557905,0.0002640543,0.004576462],"study_design_scores_gemma":[0.00001774139,0.0001699156,0.997818,0.000006328918,0.00009715147,0.0002613244,0.0001244573,0.0006417699,0.0001523571,0.0002321452,0.0004746059,0.000004168282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974252,0.0006225577,0.0001698155,0.00009756037,0.00003172083,0.000005507912,0.0002180246,0.000005019767,0.001424581],"genre_scores_gemma":[0.999223,0.00009851151,0.00006768641,0.0000207627,0.00002378658,0.000003768015,0.0002523581,0.000003621678,0.0003064584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002410816,"threshold_uncertainty_score":0.005672932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886750537200216,"score_gpt":0.2827756010259329,"score_spread":0.2639080956539307,"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."}}