{"id":"W2105740844","doi":"10.3816/clml.2010.n.078","title":"Outcome of Patients With IgD and IgM Multiple Myeloma Undergoing Autologous Hematopoietic Stem Cell Transplantation: A Retrospective CIBMTR Study","year":2010,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University Health Network","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; National Institute of Allergy and Infectious Diseases; V Foundation for Cancer Research; American Cancer Society","keywords":"Medicine; Immunoglobulin D; Multiple myeloma; Hematopoietic stem cell transplantation; Transplantation; Internal medicine; Oncology; Myeloma protein; Bone marrow; Antibody; Immunology; B cell","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006234883,0.0005234632,0.001370082,0.0002167885,0.0002432759,0.00005241327,0.0002746716,0.0003804317,0.0000817516],"category_scores_gemma":[0.0003962649,0.0003932163,0.0002625194,0.000404147,0.0006099739,0.0001989313,0.0001307826,0.0006068128,0.00005580115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655291,"about_ca_system_score_gemma":0.0006994943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545903,"about_ca_topic_score_gemma":0.0005814864,"domain_scores_codex":[0.9955561,0.0002652956,0.001453417,0.00105786,0.0009745625,0.0006927589],"domain_scores_gemma":[0.9959108,0.001553418,0.0004668656,0.0009274089,0.0004278932,0.0007136533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003541727,0.002182,0.9421037,0.0003648814,0.0003826375,0.0007155399,0.0007367787,0.000001215863,0.000149204,0.00005967276,0.00002901009,0.04973357],"study_design_scores_gemma":[0.03006519,0.004604958,0.962734,0.0001292094,0.0004339362,0.0001246483,0.0005011191,0.0002150452,0.0007372815,0.00005571346,0.00004005546,0.0003588271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961996,0.00006868887,0.00007823035,0.00007966479,0.0002739305,0.00211219,0.0001056835,0.0001422024,0.0009398167],"genre_scores_gemma":[0.9976037,0.00004263452,0.00149988,0.00009447894,0.0001152018,0.0001038497,0.00008662748,0.00008605608,0.0003675322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04937474,"threshold_uncertainty_score":0.999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449255352773468,"score_gpt":0.3122991664099886,"score_spread":0.287806612882254,"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."}}