{"id":"W2551183227","doi":"10.1182/blood.v106.11.4983.4983","title":"Clinical Progression and Outcome of Patients with Monoclonal Lymphocytosis of Undetermined Significance.","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Lymphocytosis; Organomegaly; Medicine; Chronic lymphocytic leukemia; Internal medicine; Gastroenterology; Immunophenotyping; Lymphocyte; Monoclonal; Leukocytosis; Immunology; Leukemia; Antigen; Monoclonal antibody; Polyneuropathy; 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":[0.0002346102,0.0001463006,0.0001915368,0.0004340405,0.000377677,0.0004881856,0.0001757639,0.0003051708,0.0008790842],"category_scores_gemma":[0.00149172,0.0001067296,0.0002407983,0.0004455107,0.0001876628,0.0003474415,0.0002068555,0.0003632564,0.0002422273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004542159,"about_ca_system_score_gemma":0.0002161604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003631548,"about_ca_topic_score_gemma":0.003500139,"domain_scores_codex":[0.9998612,0.00002470825,0.00001419967,0.00003478519,0.00002162824,0.00004345222],"domain_scores_gemma":[0.9991568,0.0001219341,0.0003498032,0.00002312235,0.00008793526,0.0002604082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002708013,0.00002814163,0.9968972,0.000004940397,0.00001480264,0.000526888,0.00004658773,0.00007833276,0.0002536776,0.00001508314,0.0001443266,0.001719288],"study_design_scores_gemma":[0.00001948408,0.0003051261,0.9965274,0.000007020674,0.00002042331,0.00232821,0.00009198685,0.0003293749,0.00009741103,0.0000315503,0.000236945,0.000005043326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989744,0.0002922942,0.00002449687,0.0000332816,0.000005195107,0.000003712054,0.0002116608,0.000002383385,0.0004525473],"genre_scores_gemma":[0.9995327,0.00005020485,0.000009776413,0.00001254114,0.000006003564,0.000002330225,0.0002928678,5.392531e-7,0.00009308097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003631548,"threshold_uncertainty_score":0.007220864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978843393192583,"score_gpt":0.3539037092761835,"score_spread":0.3241152753442577,"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."}}