{"id":"W4389247399","doi":"10.1182/blood-2023-184607","title":"High Prevalence of Iron Deficiency Among Daratumumab-Treated Newly Diagnosed Multiple Myeloma Patients","year":2023,"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":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Daratumumab; Medicine; Multiple myeloma; Iron deficiency; Internal medicine; Ferritin; Lenalidomide; Anemia; Gastroenterology; AL amyloidosis; Surgery; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004218325,0.0001861318,0.0003370005,0.000914944,0.0005240656,0.0005943278,0.0002990179,0.0003813383,0.001308819],"category_scores_gemma":[0.00150252,0.0002063902,0.000220092,0.0007399783,0.000241933,0.0003179911,0.000294402,0.0003993292,0.00017309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122462,"about_ca_system_score_gemma":0.0002342651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718676,"about_ca_topic_score_gemma":0.002295507,"domain_scores_codex":[0.9994698,0.0001065622,0.00007985111,0.0001293036,0.0001461817,0.00006835657],"domain_scores_gemma":[0.9981887,0.00025728,0.001085575,0.00006459119,0.0001237519,0.0002801369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004818706,0.00001760163,0.9988602,0.000006209765,0.00001206582,0.0001447881,0.00003300853,0.000006664107,0.0002298582,0.000004624597,0.00003924977,0.000597505],"study_design_scores_gemma":[0.000006450927,0.00008655479,0.997352,0.000006409057,0.00001888423,0.002056794,0.0001021608,0.00006090436,0.0001208732,0.000005198664,0.0001811826,0.000002517134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991804,0.0003395709,0.0000329704,0.00002929223,0.000003935125,0.0000068209,0.0001087347,0.000003001902,0.0002953325],"genre_scores_gemma":[0.9997029,0.0001019173,0.00003450306,0.00002643182,0.000008073861,0.000004605501,0.00007591264,7.155538e-7,0.00004482286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001718676,"threshold_uncertainty_score":0.004378498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600207823788157,"score_gpt":0.2633972735357814,"score_spread":0.2473951952978998,"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."}}