{"id":"W1486606013","doi":"10.1002/9781444300857.ch51","title":"Management of Waldenstrom's Macroglobulinemia","year":2008,"lang":"en","type":"other","venue":"","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Fludarabine; Plasmapheresis; Macroglobulinemia; Waldenstrom macroglobulinemia; Medicine; Pediatrics; Intensive care medicine; Surgery; Internal medicine; Chemotherapy; Multiple myeloma; Immunology; Cyclophosphamide; Lymphoma","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":[0.0009815431,0.0005513176,0.001312584,0.007041466,0.0003767927,0.001536343,0.0007639424,0.00111695,0.01896004],"category_scores_gemma":[0.004683001,0.0001535656,0.000768824,0.006279619,0.000377239,0.001443312,0.0006263243,0.0007829481,0.004414738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608867,"about_ca_system_score_gemma":0.002531647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021695,"about_ca_topic_score_gemma":0.007860522,"domain_scores_codex":[0.9993136,0.0002067332,0.0002077422,0.00005628997,0.0001660229,0.00004958461],"domain_scores_gemma":[0.9985834,0.0007009932,0.0003696112,0.00002954003,0.0002114416,0.0001050456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001326659,0.0000661306,0.001300101,0.02067061,0.0001188101,0.001195708,0.0001280995,0.0002541634,0.0002500524,0.003274116,0.1419085,0.8307011],"study_design_scores_gemma":[0.0001530719,0.0001310368,0.007584414,0.07187743,0.0004209155,0.007614001,0.0004912149,0.0001426528,0.0004568267,0.004648636,0.9064433,0.00003647081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001366123,0.9257416,0.0007541632,0.009561575,0.00110235,0.000148962,0.001547692,0.00007981074,0.05969778],"genre_scores_gemma":[0.01149492,0.9667994,0.003677,0.005479315,0.002231181,0.0002100703,0.002044694,0.00004341213,0.008019918],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01896004,"threshold_uncertainty_score":0.06342763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616147748602113,"score_gpt":0.3007477028364345,"score_spread":0.2845862253504133,"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."}}