{"id":"W2774700270","doi":"10.1038/leu.2017.331","title":"Early relapse after autologous hematopoietic cell transplantation remains a poor prognostic factor in multiple myeloma but outcomes have improved over time","year":2017,"lang":"en","type":"article","venue":"Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Medicine; Transplantation; Oncology; Population; Internal medicine; Multiple myeloma; Hematopoietic stem cell transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326934,0.0003107527,0.000678025,0.000593601,0.0004366791,0.0009352036,0.0005052689,0.0006508407,0.001937174],"category_scores_gemma":[0.003394837,0.0001102191,0.0004776758,0.001424709,0.0005132995,0.0009048277,0.0006245625,0.001187852,0.0004053289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005635475,"about_ca_system_score_gemma":0.0006385235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002064546,"about_ca_topic_score_gemma":0.003539297,"domain_scores_codex":[0.9993148,0.0001506872,0.00007536721,0.000109924,0.0002125628,0.0001366596],"domain_scores_gemma":[0.9973122,0.000657808,0.001244988,0.0001610454,0.0003106341,0.0003133524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001686628,0.0003091632,0.8182004,0.0002739341,0.0002821874,0.0004407642,0.0001278779,0.000467211,0.00160432,0.0003068509,0.002790543,0.1735101],"study_design_scores_gemma":[0.00002605263,0.0004389051,0.9930544,0.000092628,0.0001954999,0.001064119,0.0001570669,0.0003842855,0.0006996982,0.0004890059,0.003384975,0.00001330689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446118,0.045846,0.001090837,0.003303319,0.0004082693,0.00002989329,0.0008811649,0.00009616362,0.003732523],"genre_scores_gemma":[0.9912952,0.005540599,0.0002496283,0.0005663221,0.0004403538,0.00001036708,0.000990581,0.00001152541,0.0008953755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064546,"threshold_uncertainty_score":0.007017553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723027951420258,"score_gpt":0.2772434045291609,"score_spread":0.2600131250149583,"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."}}