{"id":"W4380051195","doi":"10.34172/npj.2023.10604","title":"Association between type 2 diabetes mellitus and multiple myeloma: Fact or fiction","year":2023,"lang":"en","type":"article","venue":"Journal of Nephropharmacology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Medicine; Multiple myeloma; Insulin resistance; Internal medicine; Hyperinsulinemia; Type 2 Diabetes Mellitus; Diabetes mellitus; Endocrinology; Immunology; Cancer research","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":[0.0007938739,0.0002397001,0.0003799995,0.001364726,0.0004458013,0.0008982157,0.0004452214,0.001023907,0.005220487],"category_scores_gemma":[0.003676428,0.0001113439,0.0003369289,0.002283708,0.0006075343,0.0008049085,0.0003799908,0.00123264,0.0006063778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532752,"about_ca_system_score_gemma":0.0003465037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377155,"about_ca_topic_score_gemma":0.001270918,"domain_scores_codex":[0.9995682,0.00009330745,0.00006187098,0.0001285202,0.0001082075,0.00003992204],"domain_scores_gemma":[0.9962975,0.001898059,0.000973356,0.0001528604,0.0004189443,0.0002593177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008777584,0.0001363666,0.4629863,0.005026919,0.001058031,0.009652537,0.0009634321,0.0003010654,0.001716728,0.006951224,0.1534162,0.3569135],"study_design_scores_gemma":[0.000064796,0.000275529,0.4916106,0.00464995,0.001703104,0.04845588,0.001275176,0.0008289598,0.000848896,0.01630917,0.4338042,0.0001737453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.140144,0.7318655,0.00295553,0.09243932,0.0109367,0.00005176721,0.004427383,0.0001392399,0.01704065],"genre_scores_gemma":[0.5593408,0.3758069,0.00328777,0.02023209,0.03362697,0.00004577709,0.003553376,0.00004709995,0.004059147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005220487,"threshold_uncertainty_score":0.01746422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04600822568740637,"score_gpt":0.3581919554096228,"score_spread":0.3121837297222165,"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."}}