{"id":"W2582546462","doi":"10.1182/blood.v120.21.595.595","title":"Monoclonal and Oligoclonal Bands After Single Autologous Stem Cell Transplantation in Patients with Multiple Myeloma: Impact On Overall Survival and Progression-Free Survival","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Autologous stem-cell transplantation; Multiple myeloma; Monoclonal gammopathy of undetermined significance; Medicine; clone (Java method); Monoclonal; Hazard ratio; Immunoglobulin light chain; Transplantation; Monoclonal antibody; Oncology; Isotype; Plasma cell; Progression-free survival; Malignancy; Internal medicine; Immunology; Antibody; Chemotherapy; Biology; Confidence interval","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":[0.00049113,0.0002248366,0.0003608161,0.0003856172,0.0001853471,0.0004476733,0.0002195144,0.0002704841,0.000968913],"category_scores_gemma":[0.001173935,0.00007479043,0.0005537265,0.0004725287,0.0001521575,0.0003565951,0.0003111698,0.0005087752,0.0001129818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098987,"about_ca_system_score_gemma":0.0002003448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004566732,"about_ca_topic_score_gemma":0.0005528074,"domain_scores_codex":[0.9998354,0.00004154932,0.00001189906,0.00003233051,0.00003798049,0.00004073402],"domain_scores_gemma":[0.9990014,0.0002942176,0.0003617862,0.00003886442,0.00005953011,0.000244191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002149453,0.00008407107,0.9860246,0.00002137275,0.0001308927,0.0003199622,0.00003797136,0.000516395,0.0007413599,0.0000279445,0.0001131514,0.009832833],"study_design_scores_gemma":[0.00003139952,0.001397133,0.9949537,0.00001078298,0.0001852175,0.0008722999,0.00006003608,0.001905523,0.0002797437,0.00008383943,0.0002139747,0.000006303808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991087,0.0004940515,0.00008509953,0.0000353512,0.000006785351,0.000002343734,0.00006277917,0.000003997806,0.0002007907],"genre_scores_gemma":[0.9997194,0.00007603504,0.00002786212,0.000008925513,0.00001193414,0.00000187845,0.00009871379,9.982854e-7,0.00005418745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000968913,"threshold_uncertainty_score":0.003241301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01332062700996348,"score_gpt":0.2596452446794206,"score_spread":0.2463246176694572,"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."}}