{"id":"W4385704654","doi":"10.1097/01.hs9.0000970536.69350.bb","title":"P908: IDENTIFICATION OF CYTOKINES ASSOCIATED WITH RESPONSE AND CYTOKINE RELEASE SYNDROME – ANALYSIS OF MAGNETISMM-3 COHORT A","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Medicine; Cytokine; Cytokine release syndrome; Internal medicine; Cohort; Multiple myeloma; Immunology; Gastroenterology; Immunotherapy; Immune system","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":[0.0004825046,0.0001199478,0.000506559,0.000338611,0.00003818292,0.000007988434,0.00005280594,0.00006943676,0.0002258901],"category_scores_gemma":[0.0007283461,0.00009240864,0.00009094017,0.002123659,0.0001209548,0.00005217403,0.00003472574,0.00007114431,0.00001298966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460655,"about_ca_system_score_gemma":0.00008185174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752649,"about_ca_topic_score_gemma":0.0001149719,"domain_scores_codex":[0.9986024,0.0001188636,0.0003462898,0.0002567651,0.00047531,0.0002003569],"domain_scores_gemma":[0.9987963,0.0002865187,0.0001883145,0.0003549418,0.0002376206,0.0001362448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003283773,0.0003049336,0.9336246,0.0001739929,0.003650639,0.0007013323,0.0001474089,0.00005204651,0.0567447,0.00001976609,0.0001936,0.001103245],"study_design_scores_gemma":[0.001965086,0.0005910146,0.9850429,0.0001299876,0.00162384,0.00003037549,0.0001331678,0.003102831,0.007271504,0.0000122528,0.00002498468,0.00007202659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987665,0.0001654,0.00002476193,0.0002200312,0.000008070205,0.0004282875,0.0001964258,0.00005331454,0.0001371902],"genre_scores_gemma":[0.9958962,0.0001036731,0.0001048814,0.000007992739,0.000003942821,0.00004618727,0.0003597082,0.00001849936,0.003458955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05141837,"threshold_uncertainty_score":0.3768315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690221635057816,"score_gpt":0.2862964662391734,"score_spread":0.2693942498885952,"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."}}