{"id":"W2056080086","doi":"10.1053/sonc.2003.50061","title":"The malignant clone in Waldenstrom's macroglobulinemia","year":2003,"lang":"en","type":"article","venue":"Seminars in Oncology","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"clone (Java method); Waldenstrom macroglobulinemia; Macroglobulinemia; Immunoglobulin D; Immunology; Bone marrow; Medicine; Immunoglobulin M; Antibody; Immunoglobulin gene; CD20; Biology; Pathology; B cell; Immunoglobulin G; Multiple myeloma; Lymphoma; Genetics; Gene","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":[0.0003551577,0.0003622147,0.0003550502,0.001966422,0.0004983929,0.0007996582,0.0003771031,0.001495775,0.001834178],"category_scores_gemma":[0.002421635,0.0003796903,0.0001234736,0.0005908931,0.0005997727,0.001030523,0.0004997796,0.0006363753,0.0006458604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607188,"about_ca_system_score_gemma":0.0002402967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005671027,"about_ca_topic_score_gemma":0.0004883449,"domain_scores_codex":[0.9998419,0.00003417861,0.00002218934,0.00001488844,0.00003961443,0.00004722742],"domain_scores_gemma":[0.9994387,0.0002734903,0.00009614183,0.00004074241,0.00005886759,0.00009208365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003101661,0.0001667131,0.1941427,0.0005945293,0.00005517825,0.6700388,0.001013642,0.0006684645,0.03872271,0.01047036,0.01279373,0.06823151],"study_design_scores_gemma":[0.0001617875,0.0005745341,0.129407,0.0001378939,0.0001590784,0.8081086,0.0005047182,0.001775654,0.01577239,0.006451063,0.03691047,0.00003675724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9380941,0.03086725,0.001464328,0.00406197,0.0008316288,0.00006295746,0.0001779154,0.0001326846,0.02430715],"genre_scores_gemma":[0.9908145,0.004872738,0.0004018504,0.0003709715,0.001559358,0.00001224227,0.00006335469,0.00001368874,0.001891299],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001966422,"threshold_uncertainty_score":0.006135941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666658269212918,"score_gpt":0.3431467620100544,"score_spread":0.3264801793179252,"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."}}