{"id":"W4389231477","doi":"10.1182/blood-2023-187233","title":"Comparison of Time to Next Treatment or Death between Front-Line Daratumumab, Lenalidomide, and Dexamethasone (DRd) and Bortezomib, Lenalidomide, and Dexamethasone (VRd) in Transplant Ineligible Patients with Multiple Myeloma","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":"Group for Research in Decision Analysis","funders":"","keywords":"Lenalidomide; Daratumumab; Medicine; Population; Internal medicine; Dexamethasone; Multiple myeloma; Cohort; Bortezomib; Surgery; Oncology","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":[0.001395352,0.0002217086,0.0003661057,0.0007057119,0.0003135163,0.0007167968,0.0005761168,0.0003520593,0.00206901],"category_scores_gemma":[0.004050156,0.000251234,0.001063259,0.0009427188,0.0001702876,0.0005480674,0.0005114161,0.000641196,0.0002339511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007790705,"about_ca_system_score_gemma":0.0005447382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183758,"about_ca_topic_score_gemma":0.004539953,"domain_scores_codex":[0.9988624,0.0002907089,0.0001974636,0.0003724571,0.0001356582,0.0001414402],"domain_scores_gemma":[0.9952604,0.001072212,0.002785552,0.0002267085,0.000216388,0.0004388012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003147552,0.0001355009,0.994607,0.00005717994,0.0003218346,0.00004108192,0.00005156942,0.0001031068,0.0001050637,0.00002834964,0.0001459179,0.001255835],"study_design_scores_gemma":[0.0002722,0.002032822,0.9953497,0.00004260735,0.0003128733,0.0002491417,0.000222246,0.0007183767,0.0001736826,0.00004658823,0.0005685668,0.00001118096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975792,0.0002691414,0.00006764868,0.00002828496,0.00001072332,0.00002761496,0.001766534,0.000001910593,0.0002490426],"genre_scores_gemma":[0.9969227,0.0001546975,0.000116292,0.00003354558,0.00001565921,0.00005386539,0.002570838,0.000001808948,0.0001306595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003183758,"threshold_uncertainty_score":0.007379472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06021314301611849,"score_gpt":0.3312156786774348,"score_spread":0.2710025356613164,"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."}}