{"id":"W2140486815","doi":"10.3109/10428194.2013.873537","title":"Oligoclonal and monoclonal bands after single autologous stem cell transplant in patients with multiple myeloma: impact on overall survival and progression-free survival","year":2013,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Autologous stem-cell transplantation; Multiple myeloma; Internal medicine; Oncology; Multivariate analysis; Overall survival; Progression-free survival; clone (Java method); Stem cell; Monoclonal; Monoclonal antibody; Immunology; Antibody; Biology","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":[0.000443534,0.0001706271,0.0002927576,0.000358811,0.0002273948,0.0004200229,0.0001393619,0.0002238492,0.0008972512],"category_scores_gemma":[0.00154519,0.00008355411,0.0002935245,0.0003871722,0.0002056818,0.000383178,0.0002671446,0.0004509593,0.0001180959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205513,"about_ca_system_score_gemma":0.000207016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004985511,"about_ca_topic_score_gemma":0.0009232078,"domain_scores_codex":[0.9998028,0.00005291188,0.0000188122,0.00002938262,0.00004992493,0.00004622165],"domain_scores_gemma":[0.9985586,0.0003560504,0.0006557032,0.00003634587,0.00007878467,0.0003146105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004906814,0.00004242907,0.9943442,0.00000678641,0.00003287829,0.0001673779,0.00002220047,0.0001066959,0.0004852428,0.000009921696,0.00005037226,0.004241212],"study_design_scores_gemma":[0.00001288953,0.0005864934,0.9974107,0.000005378561,0.00005315916,0.0009531955,0.00006887355,0.000470412,0.0002763036,0.0000373692,0.0001215292,0.000003718851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994308,0.0002837977,0.00004249237,0.00003310509,0.000004104655,0.00000185129,0.000032596,0.000002083116,0.0001691767],"genre_scores_gemma":[0.9998192,0.00005328469,0.00002267385,0.00001164824,0.00000847642,0.000001189509,0.00004498808,4.515834e-7,0.00003802855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008972512,"threshold_uncertainty_score":0.00300163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008659674165426144,"score_gpt":0.2312084589066093,"score_spread":0.2225487847411832,"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."}}