{"id":"W4311978181","doi":"10.12974/2312-5411.2022.09.03","title":"Multiple Myeloma Presenting as Acute Kidney Failure Secondary to Lambda Light Chain Deposition","year":2022,"lang":"en","type":"article","venue":"Journal of Hematology Research","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Plasma cell dyscrasia; Multiple myeloma; Immunoglobulin light chain; Medicine; Renal biopsy; Kidney; Monoclonal; Monoclonal gammopathy of undetermined significance; Renal function; Bortezomib; Pathology; Serum protein electrophoresis; Biopsy; Nephropathy; Monoclonal antibody; Internal medicine; Immunology; Antibody; Endocrinology; Diabetes mellitus","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":[0.0001737046,0.0006744231,0.0007512584,0.0010125,0.0005949679,0.000954192,0.0003355414,0.001172253,0.001107221],"category_scores_gemma":[0.0008081421,0.0002478969,0.0003009975,0.0009241342,0.0003542141,0.0005478311,0.000540551,0.000961114,0.0005457646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313455,"about_ca_system_score_gemma":0.0002915546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004374828,"about_ca_topic_score_gemma":0.0006554645,"domain_scores_codex":[0.9997743,0.00004229226,0.00003282549,0.00003692978,0.00004405242,0.00006960484],"domain_scores_gemma":[0.9996417,0.0001053523,0.0001218697,0.00001146677,0.0000237938,0.00009581533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001139622,0.00008976669,0.02512301,0.0002806203,0.00003771374,0.9534225,0.0001928473,0.00008884891,0.003644561,0.0002590825,0.001073297,0.01567374],"study_design_scores_gemma":[0.00001376327,0.00007765803,0.01147306,0.00007235432,0.00002887403,0.985421,0.00009914906,0.00009264555,0.0004249038,0.0002660319,0.002022958,0.000007544075],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8537558,0.1121852,0.00450798,0.003487441,0.0004733796,0.0001255456,0.0002378742,0.0002588216,0.02496786],"genre_scores_gemma":[0.9798384,0.01622139,0.000674203,0.001181907,0.0008308435,0.00001177291,0.00009591048,0.00001366961,0.001131918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172253,"threshold_uncertainty_score":0.003704011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696468005786448,"score_gpt":0.3325508618254621,"score_spread":0.3155861817675976,"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."}}