{"id":"W1969934340","doi":"10.1007/s00277-004-0944-x","title":"IgD multiple myeloma?a clinical profile and outcome with chemotherapy and autologous stem cell transplantation","year":2004,"lang":"en","type":"article","venue":"Annals of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"Multiple myeloma; Medicine; Autologous stem-cell transplantation; Chemotherapy; Internal medicine; Hematology; Transplantation; Oncology; Bone marrow; Hematopoietic stem cell transplantation; Gastroenterology; Surgery","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":[0.0001468772,0.0001389595,0.0005301431,0.00008414557,0.0000442066,0.00000532414,0.00004048734,0.0001328435,0.00001491218],"category_scores_gemma":[0.00002261076,0.00009665442,0.00005004898,0.0000661423,0.0002622365,0.00005041775,0.00001244691,0.0001333673,0.0000075192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004119026,"about_ca_system_score_gemma":0.00006797509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006793806,"about_ca_topic_score_gemma":0.00004056106,"domain_scores_codex":[0.9989035,0.000055986,0.000363944,0.0002730877,0.0001398104,0.0002637406],"domain_scores_gemma":[0.9992834,0.0001922523,0.0001092815,0.0001657946,0.0000691498,0.0001801326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002365699,0.0004775911,0.9748713,0.0006140632,0.0001690106,0.0005458586,0.0003714047,9.209961e-7,0.0008612768,0.0003728244,0.00003814301,0.01931193],"study_design_scores_gemma":[0.01179398,0.002478061,0.8950615,0.000100815,0.00006117059,0.001480092,0.0001429345,0.00007872852,0.08844578,0.0001390492,0.00009357902,0.0001243322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954656,0.0008441929,0.0001991647,0.002557205,0.00001824938,0.0005137961,0.00002196526,0.00003161134,0.0003481595],"genre_scores_gemma":[0.9955976,0.0009331448,0.002938348,0.0003791025,0.00001253887,0.00002519337,0.00002774181,0.00001602282,0.00007030062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0875845,"threshold_uncertainty_score":0.3941453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139372406923957,"score_gpt":0.3881821988864868,"score_spread":0.3067884748172472,"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."}}