{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022048,0.0002592723,0.00108141,0.0002138948,0.0001252217,0.000008521554,0.0002011638,0.0001635241,0.00001296115],"category_scores_gemma":[0.0001343548,0.0001602394,0.0001026866,0.0005144462,0.00008921418,0.00003566396,0.0000806998,0.0002564878,6.763008e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027406,"about_ca_system_score_gemma":0.0004470019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180814,"about_ca_topic_score_gemma":0.02978376,"domain_scores_codex":[0.9981323,0.0003260926,0.0004126421,0.0004474449,0.0003017425,0.0003798084],"domain_scores_gemma":[0.9976134,0.001276559,0.0002242277,0.0004909793,0.0002173253,0.0001775303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1855849,0.009122577,0.5667663,0.00271489,0.002987626,0.001599363,0.1398317,0.0001140339,0.03978765,0.00005209642,0.008267012,0.04317177],"study_design_scores_gemma":[0.08989153,0.01032476,0.783362,0.0007955236,0.0007299564,0.00004666246,0.08082809,0.0003366375,0.03147106,0.00000256844,0.001968708,0.0002424627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991924,0.0008310231,0.0001550931,0.001336105,0.0001421015,0.004780792,0.000470981,0.000025462,0.0003343939],"genre_scores_gemma":[0.9967731,0.00007974856,0.001252419,0.0002922145,0.00008890227,0.0007127119,0.00005215418,0.00002806049,0.0007207374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2165957,"threshold_uncertainty_score":0.9879202,"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."}}