{"id":"W2137310532","doi":"10.1371/journal.pone.0058504","title":"The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Indiana Clinical and Translational Sciences Institute; Canadian Institutes of Health Research; National Institutes of Health; University of Alberta; National Center for Advancing Translational Sciences; Purdue University","keywords":"Cytokine; Monoclonal gammopathy of undetermined significance; Multiple myeloma; Malignancy; Medicine; Interleukin 6; Immunology; Bone marrow; Monoclonal; Internal medicine; Monoclonal antibody; Antibody","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002242002,0.0001564111,0.0003010167,0.0003219015,0.0001393043,0.0003443655,0.00005677062,0.0001569894,0.0004122551],"category_scores_gemma":[0.0005034647,0.0001077826,0.0001047641,0.0003749934,0.0002091156,0.0001747468,0.0001938034,0.0002716605,0.0001188294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599563,"about_ca_system_score_gemma":0.0001181571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002652222,"about_ca_topic_score_gemma":0.0003062127,"domain_scores_codex":[0.9998746,0.0000370082,0.00001020386,0.00003342568,0.00002419917,0.00002049832],"domain_scores_gemma":[0.9997745,0.00005760515,0.0001072376,0.00001792575,0.00001724876,0.00002542132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003458387,0.0000739985,0.7859055,0.0001067378,0.0000684945,0.000654018,0.0002627338,0.0007251367,0.1709854,0.0001167726,0.0001910217,0.03745185],"study_design_scores_gemma":[0.00002521229,0.0007904419,0.975619,0.00001601004,0.00007661335,0.002113333,0.00017849,0.000894443,0.01886477,0.0002724156,0.001138988,0.00001039533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983909,0.001097682,0.0002453802,0.00001634236,0.000003689161,0.000002592915,0.00007806592,0.000005907064,0.0001593441],"genre_scores_gemma":[0.9993684,0.000269326,0.0002079901,0.0000141703,0.0000078798,0.00000285225,0.00005499196,0.000001281886,0.00007331216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004122551,"threshold_uncertainty_score":0.001379132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0526773085017002,"score_gpt":0.2477584192903351,"score_spread":0.1950811107886349,"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."}}