{"id":"W4414948984","doi":"10.1080/14796694.2025.2560134","title":"A plain language summary of the CEPHEUS study of daratumumab plus bortezomib, lenalidomide, and dexamethasone for people with newly diagnosed multiple myeloma who are not expected to receive a stem cell transplant","year":2025,"lang":"en","type":"article","venue":"Future Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; BC Cancer Agency; University of Alberta; Alberta Cancer Foundation","funders":"National Cancer Institute","keywords":"Daratumumab; Multiple myeloma; Dexamethasone; Plain language; Stem cell","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":[0.01073281,0.001666221,0.003726356,0.001825521,0.001253225,0.003420026,0.001615979,0.004000122,0.1309426],"category_scores_gemma":[0.05104808,0.001019957,0.002610499,0.002044812,0.000546119,0.002340895,0.001219091,0.004487358,0.0324259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916907,"about_ca_system_score_gemma":0.004637574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005757147,"about_ca_topic_score_gemma":0.007871928,"domain_scores_codex":[0.9919154,0.004592947,0.001756284,0.0003624972,0.001027781,0.0003449916],"domain_scores_gemma":[0.9476567,0.0304239,0.006840304,0.0007465997,0.01139263,0.002939807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001200451,0.00009341221,0.0003029689,0.003776148,0.00007801363,0.00007659852,0.00005421107,0.0000465933,0.00009623535,0.000261778,0.979414,0.01459963],"study_design_scores_gemma":[0.006041234,0.001575368,0.007906092,0.01091625,0.0004038058,0.0002649797,0.0002667386,0.0001916371,0.0001964679,0.0009939995,0.9711085,0.0001349333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005183681,0.07134793,0.003814527,0.4331038,0.1477351,0.01183654,0.2424129,0.001981663,0.08258396],"genre_scores_gemma":[0.02230251,0.07427929,0.008615706,0.461871,0.128143,0.03442008,0.08689618,0.001290528,0.1821818],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1309426,"threshold_uncertainty_score":0.4380465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446261154911064,"score_gpt":0.2932345295906881,"score_spread":0.2787719180415774,"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."}}