{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003511939,0.0006918329,0.001162439,0.002131253,0.0002400549,0.0007565464,0.0005882949,0.0009758575,0.002882004],"category_scores_gemma":[0.0008283443,0.0001833075,0.0004327414,0.002317586,0.0003179529,0.0006934908,0.0006137582,0.001709908,0.001327096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004749509,"about_ca_system_score_gemma":0.0007292187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222746,"about_ca_topic_score_gemma":0.001647222,"domain_scores_codex":[0.9998375,0.00003221461,0.00002933162,0.00003059468,0.00005384642,0.0000164592],"domain_scores_gemma":[0.9996772,0.0001552754,0.00005326101,0.000008507477,0.00007476304,0.00003100927],"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":[0.00008910979,0.00004858552,0.0006944492,0.0111138,0.0001690898,0.0005898271,0.00003878706,0.0002303193,0.0005796253,0.002386875,0.03203325,0.9520264],"study_design_scores_gemma":[0.00003035154,0.0000825319,0.00444073,0.009408982,0.0003633919,0.01083265,0.00007427832,0.0001438285,0.0003518742,0.003051315,0.9711791,0.00004100028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008203349,0.9988986,0.00005706302,0.0002748039,0.000145011,0.00000127652,0.00001070652,0.000004540339,0.0005258659],"genre_scores_gemma":[0.0005721436,0.9987242,0.00006951793,0.0001465353,0.0002333264,0.000002116903,0.00002376779,8.534973e-7,0.0002275036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002882004,"threshold_uncertainty_score":0.00964129,"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."}}