{"id":"W4414449058","doi":"10.1002/jha2.70145","title":"Real‐World Treatment Patterns and Clinical Outcomes Among Patients With Triple‐Class–Exposed and BCMA‐Exposed Multiple Myeloma Within the United States","year":2025,"lang":"en","type":"article","venue":"eJHaem","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Johnson and Johnson","keywords":"Multiple myeloma; Clinical trial; MEDLINE; Disease; Incidence (geometry)","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":[0.000271058,0.000387251,0.0006532221,0.0003216092,0.0002838295,0.0000889877,0.0001171678,0.0001030701,0.00003024592],"category_scores_gemma":[0.0002628712,0.0001993579,0.0001136303,0.0004217181,0.0003804876,0.00009594588,0.0001112859,0.0002835752,0.000007460143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001645764,"about_ca_system_score_gemma":0.0001239386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006236235,"about_ca_topic_score_gemma":0.01385723,"domain_scores_codex":[0.9977353,0.0002706664,0.0005637144,0.0005648406,0.0004113418,0.0004541571],"domain_scores_gemma":[0.9976394,0.001090428,0.0001684527,0.0005685255,0.0001627369,0.0003705189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001739409,0.0008239284,0.9850761,0.00004741269,0.001173011,0.0001110676,0.0005478532,0.000002752377,0.0000074002,0.00003922139,0.0001986523,0.01023323],"study_design_scores_gemma":[0.02388203,0.001678683,0.9702647,0.000163928,0.0003327944,0.000002226326,0.0005217855,0.001976954,0.0003510714,0.00002637066,0.0006225987,0.0001768848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962967,0.00003751356,0.00002050626,0.0009975382,0.000126715,0.001939813,0.0001284157,0.00009702359,0.0003557543],"genre_scores_gemma":[0.9940276,0.000270111,0.0003305052,0.0003831735,0.00003474319,0.0001242765,0.000600418,0.0000374936,0.004191687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02214262,"threshold_uncertainty_score":0.9427363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03587475992138094,"score_gpt":0.3299574661307874,"score_spread":0.2940827062094065,"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."}}