{"id":"W2554778782","doi":"","title":"Clinical Relevance of Trace Bands on Serum Electrophoresis in Patients Without a History of Gammopathy.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Dyscrasia; Plasma cell dyscrasia; Serum protein electrophoresis; Medicine; Multiple myeloma; Immunofixation; Monoclonal gammopathy of undetermined significance; Macroglobulinemia; Myeloma protein; Cryoglobulins; Gammopathy; Plasmacytoma; Pathology; Plasma cell; Waldenstrom macroglobulinemia; Gastroenterology; Internal medicine; Antibody; Immunology; Lymphoma; Monoclonal; Immunoglobulin light chain","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":[0.000769818,0.0004359613,0.0004340366,0.001732058,0.0006336008,0.0008121321,0.0004387887,0.000708506,0.001658577],"category_scores_gemma":[0.006926886,0.0002255531,0.0002997984,0.001189896,0.000763148,0.0007558773,0.0005168235,0.0006026524,0.0002961521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567223,"about_ca_system_score_gemma":0.0005031324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099557,"about_ca_topic_score_gemma":0.002490875,"domain_scores_codex":[0.9992099,0.0001445425,0.0001437633,0.0001286422,0.000226577,0.0001465546],"domain_scores_gemma":[0.9954592,0.001244787,0.002088592,0.0001602432,0.0003581859,0.0006891566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001231996,0.00001707527,0.9901963,0.00002368814,0.00001178226,0.005795494,0.00008767901,0.00004135506,0.0008849339,0.00002707629,0.0001649752,0.002626387],"study_design_scores_gemma":[0.000009698268,0.0002388813,0.9244279,0.00005283203,0.00005630896,0.07219347,0.0005565002,0.000448211,0.001022115,0.0001063733,0.0008737723,0.00001398572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952993,0.001675083,0.0002166203,0.0002431441,0.00003177722,0.0000147049,0.0001369826,0.00002343177,0.002358895],"genre_scores_gemma":[0.999298,0.000253447,0.0001749252,0.00006050594,0.00002768854,0.000002666871,0.00008502002,0.000003316193,0.00009446573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002099557,"threshold_uncertainty_score":0.005548537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06378525435508846,"score_gpt":0.3094715409543268,"score_spread":0.2456862865992383,"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."}}