{"id":"W3025283568","doi":"10.1159/000505992","title":"The Association between Metabolic Syndrome and Multiple Myeloma","year":2020,"lang":"en","type":"review","venue":"Acta Haematologica","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Paraproteins; Multiple myeloma; Medicine; Metabolic syndrome; Metformin; Insulin resistance; Bone marrow; Malignancy; Internal medicine; Hematologic malignancy; Endocrinology; Diabetes mellitus; Monoclonal; Type 2 Diabetes Mellitus; Immunology; Monoclonal antibody; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003281589,0.0003958863,0.00158716,0.00003489439,0.0002500758,0.00008836408,0.0004427987,0.0006512664,0.000006659574],"category_scores_gemma":[0.0008428638,0.0002491068,0.0003988901,0.0001510306,0.00008598679,0.000004208399,0.0003276569,0.0003137873,0.0000338408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002325468,"about_ca_system_score_gemma":0.0001511965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001140709,"about_ca_topic_score_gemma":0.00002017615,"domain_scores_codex":[0.9980786,0.0002970711,0.0004872266,0.0005620543,0.0001882885,0.0003867795],"domain_scores_gemma":[0.9985595,0.0002799768,0.0005235861,0.0004460775,0.00005234018,0.0001385033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001446342,0.0000206877,0.0005395552,0.001430514,0.001490606,0.000003182132,0.00002794198,3.439544e-8,0.00005342365,0.0002860993,0.0410052,0.9551283],"study_design_scores_gemma":[0.0001648512,0.00005626538,0.0005461368,0.0001772666,0.000851734,0.0001748148,0.00001016749,3.074542e-7,0.00001554582,0.00002550869,0.9976793,0.0002981362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004970492,0.9962854,0.000007586931,0.0002476086,0.001901657,0.0005790803,0.0001412911,0.0000319467,0.0003084245],"genre_scores_gemma":[0.001495638,0.9934991,0.00006540712,0.00009180402,0.003893771,0.0001010858,0.0002824883,0.00004296524,0.0005277179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.956674,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465693433445315,"score_gpt":0.282681516591177,"score_spread":0.2580245822567239,"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."}}