{"id":"W3204177860","doi":"10.1111/bjh.17673","title":"Earlier corticosteroid use for adverse event management in patients receiving axicabtagene ciloleucel for large B‐cell lymphoma","year":2021,"lang":"en","type":"article","venue":"British Journal of Haematology","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University of British Columbia","funders":"Gilead Sciences","keywords":"Medicine; Cytokine release syndrome; Tocilizumab; Adverse effect; Internal medicine; Corticosteroid; Lymphoma; Gastroenterology; Surgery; Oncology; Chimeric antigen receptor; Cancer; Immunotherapy; Rheumatoid arthritis","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":[0.000612439,0.0001384511,0.0006751526,0.0002165375,0.00007291151,0.00003890667,0.0001405998,0.000125491,0.0003497911],"category_scores_gemma":[0.0004083703,0.0001624737,0.0003199662,0.0001659231,0.00003490188,0.0001431657,0.00009854413,0.0001799657,0.000006633758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162216,"about_ca_system_score_gemma":0.0001700006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001063598,"about_ca_topic_score_gemma":0.00009951318,"domain_scores_codex":[0.9978381,0.0001323694,0.0008577119,0.0002690393,0.0003587347,0.0005440249],"domain_scores_gemma":[0.9984425,0.0002302642,0.0002917884,0.0002126987,0.0006280913,0.0001946699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01253956,0.02140794,0.1743664,0.004027469,0.00201835,0.1405382,0.001027574,0.00004975593,0.01808678,0.000394761,0.04163542,0.5839078],"study_design_scores_gemma":[0.167278,0.003031646,0.5523684,0.003065255,0.0007280234,0.06824176,0.001472665,0.0006374526,0.02360804,0.0006373537,0.1781371,0.0007943374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945989,0.001091868,0.002358178,0.0002918711,0.0004406678,0.0009386603,0.00004142766,0.000007692113,0.0002306905],"genre_scores_gemma":[0.9881088,0.001249702,0.005537278,0.000634136,0.00009541067,0.00006638968,0.00005169058,0.00005562963,0.004201014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5831134,"threshold_uncertainty_score":0.6625486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358306920221175,"score_gpt":0.2988109660857334,"score_spread":0.2752278968835217,"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."}}