{"id":"W4389489108","doi":"10.1182/hematology.2023000433","title":"Current use of bispecific antibodies to treat multiple myeloma","year":2023,"lang":"en","type":"article","venue":"Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"Sanofi; Pfizer; Amgen","keywords":"Bispecific antibody; Immune system; Immunotherapy; Multiple myeloma; Antigen; Chimeric antigen receptor; Medicine; Cancer research; Antibody; Immunology; Monoclonal antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006613233,0.0001438114,0.0004665818,0.0004289472,0.00005180508,0.00000784629,0.00007079655,0.00006500359,0.0001320235],"category_scores_gemma":[0.0005195224,0.0001110031,0.0001010401,0.0004797156,0.00009502646,0.00004568101,0.000100995,0.00009585371,0.001209104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003252254,"about_ca_system_score_gemma":0.00005332573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007143738,"about_ca_topic_score_gemma":0.00004853517,"domain_scores_codex":[0.9987451,0.00004972959,0.0002634812,0.0002853453,0.0002268679,0.0004295145],"domain_scores_gemma":[0.9988807,0.0003453178,0.0000442225,0.0003780393,0.0001120521,0.0002396711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005876359,0.0003617927,0.9391611,0.000395747,0.00009289719,0.0006749798,0.0003084373,0.000004182001,0.008335821,0.001027208,0.02194422,0.02710595],"study_design_scores_gemma":[0.003401763,0.0004925753,0.8964924,0.0002302617,0.00005470461,0.0002715515,0.0001466345,0.0006693401,0.06514256,0.00008755326,0.03284141,0.0001692144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975941,0.0004838912,0.00005961738,0.0007104468,0.0001515531,0.0005186375,0.00005161741,0.0001319615,0.0002982274],"genre_scores_gemma":[0.9976361,0.0003862717,0.0008491186,0.00003386627,0.00003627131,0.0000612816,0.000110858,0.00002235131,0.0008638452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05680674,"threshold_uncertainty_score":0.9995686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146716359227153,"score_gpt":0.3760434748807849,"score_spread":0.2613718389580696,"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."}}