{"id":"W2523564648","doi":"10.1182/blood.v118.21.5209.5209","title":"Clinical, Phenotypic, and Genetic Characteristics of Non-CLL Type Monoclonal B Lymphocytosis (MBL)","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; University of Ottawa","funders":"","keywords":"Lymphocytosis; CD5; clone (Java method); Chronic lymphocytic leukemia; Immunophenotyping; Lymphoplasmacytic Lymphoma; IGHV@; Biology; Splenic marginal zone lymphoma; Immunology; Lymphoma; Leukemia; Waldenstrom macroglobulinemia; B cell; Flow cytometry; Genetics; Antibody","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":[0.0002418943,0.000363777,0.0003401304,0.0008978577,0.00033955,0.0002984332,0.0002397705,0.0003380376,0.002539277],"category_scores_gemma":[0.001633942,0.0002148904,0.0001577652,0.0004123881,0.0004240948,0.0003069794,0.0002900588,0.0002638288,0.0004871524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665414,"about_ca_system_score_gemma":0.0001696214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006135465,"about_ca_topic_score_gemma":0.0005276253,"domain_scores_codex":[0.9997825,0.00003650958,0.00002998091,0.00005989693,0.00003505545,0.00005608313],"domain_scores_gemma":[0.9990628,0.0003714139,0.0001870595,0.00006364336,0.00008242114,0.0002325583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002659364,0.00009365457,0.9741138,0.00002183782,0.00001396796,0.01553055,0.0001522976,0.00009221042,0.00522302,0.00004867064,0.0001912383,0.004252678],"study_design_scores_gemma":[0.00004571222,0.0005394528,0.8984706,0.00001212793,0.00002384054,0.098642,0.0002269901,0.0003065388,0.0009695975,0.00006769326,0.0006841923,0.00001125675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990637,0.0001931858,0.0001119913,0.00001262378,0.000003488221,0.00001169423,0.00008137991,0.00000531698,0.0005166481],"genre_scores_gemma":[0.9995702,0.00005140543,0.00007891911,0.00001241437,0.00001468332,0.00001007231,0.0001304493,0.000002360099,0.0001295582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002539277,"threshold_uncertainty_score":0.008494735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05198640457573206,"score_gpt":0.3189161861868372,"score_spread":0.2669297816111051,"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."}}