{"id":"W4405050384","doi":"10.1182/blood-2024-200679","title":"Comparative Effectiveness of Linvoseltamab Versus Current Real-World (RW) Standard-of-Care (SOC) Therapies in Triple-Class Exposed Relapsed/Refractory Multiple Myeloma (RRMM): Key Subgroups Analysis","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Multiple myeloma; Medicine; Lenalidomide; Oncology; Pomalidomide; Internal medicine; Refractory (planetary science); Biology","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":[0.004652351,0.0006380673,0.001670502,0.0006039016,0.0001486469,0.0009269914,0.0008704417,0.0006718907,0.002345912],"category_scores_gemma":[0.004904142,0.0001887771,0.003841546,0.0004727724,0.0004738471,0.0007554754,0.000640331,0.0008493707,0.0002537387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001279217,"about_ca_system_score_gemma":0.0007545631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000695708,"about_ca_topic_score_gemma":0.001327054,"domain_scores_codex":[0.9969668,0.002111736,0.0002086594,0.0002829631,0.0002077492,0.0002220651],"domain_scores_gemma":[0.9973315,0.001086027,0.0007895298,0.0002421599,0.0001530903,0.0003976145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8267617,0.00279541,0.03466579,0.00129954,0.01133497,0.00005695198,0.0001347178,0.004324685,0.003225658,0.0004937763,0.00124685,0.1136599],"study_design_scores_gemma":[0.2545394,0.4636706,0.2205026,0.0006144607,0.02980991,0.0004804244,0.0006170546,0.01495967,0.005367778,0.003098382,0.006193643,0.0001459827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875841,0.008583126,0.000492586,0.0003475418,0.0001006964,0.0006494494,0.0007957163,0.00002439897,0.001422503],"genre_scores_gemma":[0.9972762,0.0009219985,0.000397034,0.0001676538,0.00007265683,0.000319508,0.0006029327,0.000005021976,0.0002370997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004652351,"threshold_uncertainty_score":0.02460426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04334734194192181,"score_gpt":0.3490979502021591,"score_spread":0.3057506082602373,"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."}}