{"id":"W2171411430","doi":"10.4137/cmo.s615","title":"Multiple Myeloma Includes Phenotypically Defined Subsets of Clonotypic CD20+ B Cells that Persist during Treatment with Rituximab","year":2008,"lang":"en","type":"article","venue":"Clinical medicine Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"CD20; Rituximab; CD19; B cell; Multiple myeloma; Immunology; Plasma cell; clone (Java method); Medicine; Antibody; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004493172,0.0004429218,0.002030044,0.0002472824,0.0002446542,0.000003458157,0.0002379065,0.0004048804,0.0005738366],"category_scores_gemma":[0.001086426,0.0002716427,0.0003116926,0.000307142,0.002171938,0.00006763625,0.0001222777,0.0005234692,0.0001639988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004877325,"about_ca_system_score_gemma":0.0007807222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003778294,"about_ca_topic_score_gemma":0.000324123,"domain_scores_codex":[0.9963162,0.0003783861,0.001129142,0.0007761303,0.0006465145,0.0007536575],"domain_scores_gemma":[0.9953787,0.002266818,0.0003969576,0.0007517804,0.0003084884,0.0008973092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02282974,0.0081812,0.9139422,0.0002131428,0.001193685,0.004269525,0.0008305351,0.000002633331,0.01134087,0.00003276849,0.000598998,0.03656471],"study_design_scores_gemma":[0.07719591,0.03209491,0.8707152,0.0002841069,0.0005954977,0.0008269235,0.0003061171,0.0001767361,0.01095626,0.00002927352,0.006551757,0.0002672923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900848,0.0007571835,0.00006714933,0.003407478,0.0002972758,0.001154418,0.00002417593,0.00009478273,0.004112697],"genre_scores_gemma":[0.9901311,0.002047002,0.005563785,0.000385193,0.0005396272,0.00011182,0.0001014163,0.00005622472,0.001063831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05436616,"threshold_uncertainty_score":0.9999736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118333981794362,"score_gpt":0.3866858537468932,"score_spread":0.274852455567457,"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."}}