{"id":"W2902739495","doi":"10.1038/s41581-018-0077-4","title":"The evaluation of monoclonal gammopathy of renal significance: a consensus report of the International Kidney and Monoclonal Gammopathy Research Group","year":2018,"lang":"en","type":"review","venue":"Nature Reviews Nephrology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":534,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Montréal; Hôpital Maisonneuve-Rosemont; Princess Margaret Cancer Centre; University Health Network","funders":"National Institutes of Health; Omeros Corporation; Prothena; PharmaMar; Celgene; U.S. Department of Veterans Affairs; Alnylam Pharmaceuticals; Genentech; Office of Research and Development; National Institute of Diabetes and Digestive and Kidney Diseases; Amgen; Pfizer; University of Alabama; GlaxoSmithKline; Bristol-Myers Squibb","keywords":"Medicine; Monoclonal gammopathy of undetermined significance; Serum protein electrophoresis; Gammopathy; Multiple myeloma; Biopsy; Kidney disease; Kidney; Internal medicine; Monoclonal; Pathology; 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":[0.03759421,0.001067096,0.002228077,0.004952925,0.001228356,0.002605173,0.003766555,0.005330832,0.001034442],"category_scores_gemma":[0.03286205,0.0006453549,0.002633836,0.002796918,0.001700696,0.002198072,0.00317678,0.006522038,0.001395092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003564849,"about_ca_system_score_gemma":0.01262215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00808381,"about_ca_topic_score_gemma":0.007881773,"domain_scores_codex":[0.9814184,0.005836107,0.004883243,0.001158706,0.005691799,0.0010118],"domain_scores_gemma":[0.9613344,0.005677116,0.003179733,0.0007469858,0.02657672,0.002485056],"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":[0.000243614,0.0001582297,0.01062187,0.007541122,0.00034108,0.001536308,0.001436957,0.000924047,0.002583044,0.005744711,0.5191209,0.4497482],"study_design_scores_gemma":[0.0001832805,0.0001962802,0.01342409,0.02524855,0.0005882746,0.007485319,0.00167996,0.001159406,0.001761114,0.005958613,0.9421313,0.0001838454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01072769,0.5152306,0.01982472,0.379887,0.04004784,0.001599055,0.0014248,0.0003027381,0.03095566],"genre_scores_gemma":[0.1178881,0.5924407,0.09536251,0.137902,0.02917552,0.002856122,0.0114306,0.0002875557,0.01265692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03759421,"threshold_uncertainty_score":0.1988196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0843703942166666,"score_gpt":0.422986992140536,"score_spread":0.3386165979238694,"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."}}