{"id":"W4417009454","doi":"10.1182/blood-2025-2798","title":"Real-world experience with first-line regimens in transplant-ineligible patients with multiple myeloma","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Newfoundland and Labrador Centre for Applied Health Research; St. John’s Health Sciences Centre; Jewish General Hospital; BC Cancer Agency; Saint John Regional Hospital; Hôpital Maisonneuve-Rosemont; Dr. Georges-L.-Dumont University Hospital Centre; Juravinski Cancer Centre; Institute of Cancer Research; McGill University; Ottawa Hospital; CancerCare Manitoba; Occupational Cancer Research Centre; Saskatchewan Cancer Agency; University of Saskatchewan; University of Alberta; Queen Elizabeth II Health Sciences Centre; Princess Margaret Cancer Centre","funders":"","keywords":"Lenalidomide; Multiple myeloma; Bortezomib; Regimen; Context (archaeology); Retrospective cohort study; Observational study; Chemotherapy regimen; Clinical trial","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":[0.0009996644,0.0001678735,0.0004589278,0.0005085893,0.0009647958,0.00170194,0.0005374429,0.0003705245,0.001050154],"category_scores_gemma":[0.004980081,0.0001531004,0.0003439465,0.001778328,0.0005880299,0.000420798,0.0005892543,0.0006132673,0.0001661129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005997123,"about_ca_system_score_gemma":0.004228133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1354941,"about_ca_topic_score_gemma":0.1547534,"domain_scores_codex":[0.9986652,0.0003092813,0.0001457907,0.0002455597,0.0003800918,0.000254002],"domain_scores_gemma":[0.9945403,0.0007001599,0.003120019,0.0001637803,0.0005196185,0.0009562013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005176594,0.0001886708,0.9924862,0.00006110786,0.00005283061,0.0003229401,0.0004724721,0.0001063457,0.0001309076,0.00005973547,0.0005102509,0.005090904],"study_design_scores_gemma":[0.0001037958,0.0007364078,0.9919825,0.00008056895,0.0000884191,0.001480613,0.001121413,0.0004338147,0.0002227032,0.00005967338,0.003667574,0.00002242024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962838,0.0009500972,0.00008386782,0.0002002856,0.000008682016,0.00006655326,0.001405583,0.000003649088,0.0009975519],"genre_scores_gemma":[0.9979225,0.0005223007,0.0001478006,0.0002162156,0.00002443639,0.00002794495,0.001015184,0.000002792922,0.0001210187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354941,"threshold_uncertainty_score":0.2694108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380753445270157,"score_gpt":0.2782207616498913,"score_spread":0.2644132271971898,"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."}}