{"id":"W4377826847","doi":"10.1016/j.clml.2023.05.008","title":"Recommendations for Management of Secondary Antibody Deficiency in Multiple Myeloma","year":2023,"lang":"en","type":"review","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"CSL Behring","keywords":"Hypogammaglobulinemia; Medicine; Intensive care medicine; Immunodeficiency; Primary immunodeficiency; Disease; Antibody; Immunology; Pediatrics; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004644656,0.000780024,0.001026955,0.001898315,0.001074731,0.001596642,0.002396594,0.004396753,0.01656308],"category_scores_gemma":[0.02166482,0.0003215352,0.002652189,0.001287997,0.0005419928,0.002138543,0.001628942,0.00565478,0.008476022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859022,"about_ca_system_score_gemma":0.005622769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006574765,"about_ca_topic_score_gemma":0.01008497,"domain_scores_codex":[0.9956528,0.001963912,0.001011949,0.0002106948,0.0008935835,0.0002669385],"domain_scores_gemma":[0.9915375,0.002398029,0.0008365673,0.000228821,0.004098088,0.0009009432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001244299,0.000216642,0.002698588,0.004581594,0.0001083118,0.0009524743,0.0005548652,0.0004413337,0.0004998267,0.003515691,0.6329298,0.3533764],"study_design_scores_gemma":[0.0001707418,0.00009271359,0.003097485,0.01555649,0.0002694996,0.001519622,0.0005317469,0.0003487854,0.0003338952,0.004839931,0.9731837,0.00005528642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005784031,0.2631222,0.02839776,0.5233554,0.02118331,0.00461597,0.005861219,0.002418633,0.1452615],"genre_scores_gemma":[0.06395487,0.3379376,0.2171299,0.2814337,0.01311615,0.007855433,0.01446899,0.0005919515,0.06351136],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01656308,"threshold_uncertainty_score":0.05540907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1972499887686222,"score_gpt":0.4681203793617792,"score_spread":0.2708703905931571,"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."}}