{"id":"W2592549712","doi":"10.2147/cmar.s94059","title":"New developments in the management of Waldenstr&amp;ouml;m macroglobulinemia","year":2017,"lang":"en","type":"review","venue":"Cancer Management and Research","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ibrutinib; Lymphoplasmacytic Lymphoma; Waldenstrom macroglobulinemia; Medicine; Macroglobulinemia; Lymphoma; Hematology; Internal medicine; Lenalidomide; Oncology; Leukemia; Multiple myeloma; Chronic lymphocytic leukemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002812052,0.0004116496,0.00132895,0.0008433857,0.0002482485,0.0001611689,0.001471662,0.0002598011,0.0002509251],"category_scores_gemma":[0.00002956004,0.000255529,0.0002275785,0.0009595329,0.0003886683,0.00006546221,0.001638931,0.001043271,0.0001377962],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005505922,"about_ca_system_score_gemma":0.003989315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008146355,"about_ca_topic_score_gemma":0.0001081697,"domain_scores_codex":[0.995022,0.0002756392,0.0007651669,0.0008082688,0.002126801,0.00100211],"domain_scores_gemma":[0.9976972,0.0001724085,0.0002107706,0.001538968,0.0001426085,0.0002380064],"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":[0.00006662172,0.00005946812,0.00002468664,0.08012932,0.0008975845,0.0009098115,0.0001612318,2.490006e-7,4.879871e-8,0.001063896,0.02453418,0.8921529],"study_design_scores_gemma":[0.003997186,0.00004576052,0.0002242443,0.03646771,0.0005566569,0.00005783545,0.0001881309,0.000005475887,7.108752e-7,0.0001019909,0.9581402,0.0002140856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004946856,0.9340374,0.00001097861,0.0002760063,0.0001638062,0.00401147,0.0000116692,0.00001370138,0.06142548],"genre_scores_gemma":[0.00005079787,0.8989226,0.001201296,0.00002686525,0.000212967,0.0006798304,0.00006416823,0.00005380703,0.09878766],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.933606,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3754966590182484,"score_gpt":0.5471592874097043,"score_spread":0.171662628391456,"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."}}