{"id":"W2002628697","doi":"10.4021//jmc.v2i3.156","title":"Non-Secretory Myeloma or Light Chain-Producing Multiple Myeloma: A Case Report","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple myeloma; Immunoglobulin light chain; Immunofixation; Serum protein electrophoresis; Pathology; Bone marrow; Urine; Monoclonal; Antibody; Monoclonal antibody; Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006407058,0.004557585,0.002359619,0.00345185,0.004781331,0.00334573,0.001853792,0.007779075,0.004368703],"category_scores_gemma":[0.004051666,0.002380508,0.002022034,0.002694792,0.002964857,0.003510744,0.003265921,0.003541763,0.002107169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452415,"about_ca_system_score_gemma":0.001060386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002575029,"about_ca_topic_score_gemma":0.002585673,"domain_scores_codex":[0.9984718,0.0001783213,0.0001674123,0.0003843056,0.0002598666,0.0005383015],"domain_scores_gemma":[0.997941,0.0005435569,0.0004539773,0.0002425402,0.0001033767,0.0007156165],"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":[0.00002495748,0.00008080411,0.002932658,0.00003698286,0.00001375569,0.9949405,0.0001500239,0.00003703718,0.000436571,0.0001261938,0.0002753981,0.0009451756],"study_design_scores_gemma":[0.00001230241,0.00003847143,0.00162398,0.000006800928,0.000008964897,0.997677,0.0000731207,0.00007814942,0.0001248404,0.00006599393,0.0002829941,0.000007472008],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608296,0.01388056,0.004265696,0.004029328,0.0009713501,0.0003167363,0.0003671497,0.0002982215,0.01504149],"genre_scores_gemma":[0.9905435,0.002587972,0.001742289,0.0009243112,0.001600873,0.00005734531,0.0001325073,0.00004207068,0.002369175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007779075,"threshold_uncertainty_score":0.01461476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07489674003513982,"score_gpt":0.3445293778655452,"score_spread":0.2696326378304054,"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."}}