{"id":"W2074995740","doi":"10.1038/bmt.2014.237","title":"Early relapse after single auto-SCT for multiple myeloma is a major predictor of survival in the era of novel agents","year":2014,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Multiple myeloma; Multivariate analysis; Oncology; Proportional hazards model; Lenalidomide; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008956813,0.0003028729,0.0007804943,0.0004832632,0.0004695423,0.0009608589,0.0004465164,0.0006691205,0.002690545],"category_scores_gemma":[0.004209082,0.0001511438,0.0005646793,0.0007523441,0.0003209533,0.0007025951,0.0005290002,0.002186846,0.0003906407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905791,"about_ca_system_score_gemma":0.0006163183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029491,"about_ca_topic_score_gemma":0.001536208,"domain_scores_codex":[0.9993852,0.00014077,0.00006580757,0.00007392583,0.0001897013,0.0001446651],"domain_scores_gemma":[0.99531,0.00123996,0.001919774,0.0002374565,0.0004160891,0.000876779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00154471,0.0001756988,0.9712286,0.0000612549,0.0001603892,0.0005401573,0.00005768585,0.0002137276,0.001324125,0.00008599488,0.0009452715,0.02366249],"study_design_scores_gemma":[0.00002706868,0.0004815465,0.9943964,0.00004512258,0.0001793319,0.002314023,0.0001187468,0.0005359727,0.0004445782,0.0002406518,0.001204842,0.00001153328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863867,0.008405073,0.00039849,0.001182588,0.0001143176,0.00002304194,0.0004160792,0.00004004311,0.003033696],"genre_scores_gemma":[0.9977532,0.0009486715,0.0001137013,0.0002261935,0.0001575484,0.000006811963,0.0003819651,0.00000689366,0.0004049808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002690545,"threshold_uncertainty_score":0.009000778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836281338789782,"score_gpt":0.2769053436763835,"score_spread":0.2485425302884857,"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."}}