{"id":"W4389233288","doi":"10.1182/blood-2023-173362","title":"Primary or Secondary Plasma Cell Leukemia: Dismal Outcome Despite Modern Treatments","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Jewish General Hospital; McGill University; Hôtel-Dieu de Québec; Hôpital Charles-Le Moyne; Université Laval; Université de Montréal; Concordia University; Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont; Université de Sherbrooke","funders":"","keywords":"Plasma cell leukemia; Medicine; Multiple myeloma; Plasma cell dyscrasia; Internal medicine; Incidence (geometry); Gastroenterology; Bortezomib; Cohort; Retrospective cohort study; Surgery; Immunology; Immunoglobulin light chain; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000320341,0.0001572364,0.0003752069,0.0003865377,0.0006306205,0.0005535669,0.0002255692,0.0002248231,0.001533169],"category_scores_gemma":[0.0006730061,0.00005186262,0.0001626345,0.0007108594,0.0003185785,0.0002091107,0.0003818996,0.0003248295,0.0002721536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014355,"about_ca_system_score_gemma":0.001254538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129664,"about_ca_topic_score_gemma":0.02578785,"domain_scores_codex":[0.9997249,0.0000254039,0.00002010098,0.00005136522,0.0000677186,0.0001105131],"domain_scores_gemma":[0.9993072,0.00005785923,0.0002662642,0.00004073045,0.000105727,0.0002222667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003233152,0.0000684503,0.970266,0.00004449132,0.00004230845,0.003189597,0.0001019374,0.00007887092,0.001858643,0.0001325283,0.0007488161,0.02314516],"study_design_scores_gemma":[0.00001961849,0.0002503195,0.9860693,0.00002824543,0.00003632122,0.0112669,0.0002030907,0.000153725,0.0002655289,0.0001317092,0.001570238,0.000004933435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932395,0.001918318,0.000339982,0.0002973205,0.00001490681,0.00004792212,0.0007635527,0.00002977337,0.003348651],"genre_scores_gemma":[0.9982176,0.0005208279,0.0001101561,0.0001566599,0.00003426226,0.000009705333,0.0006525604,0.000003717138,0.0002943863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129664,"threshold_uncertainty_score":0.02578187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04270837558791987,"score_gpt":0.3053376740174409,"score_spread":0.262629298429521,"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."}}