{"id":"W2655204170","doi":"10.1016/j.clinbiochem.2017.06.008","title":"Now you see it, now you don't: A case of covert (invisible) IgM","year":2017,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Standardization; Monoclonal gammopathy; Serum protein electrophoresis; Medicine; Political science; Monoclonal; Immunology; Monoclonal antibody; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00083739,0.0003076491,0.000653519,0.00003368093,0.0006153076,0.00004374535,0.001010889,0.0008945089,0.0009781398],"category_scores_gemma":[0.00145094,0.0002820032,0.0004856685,0.00007185063,0.001796628,0.0001021089,0.0004283165,0.0007799651,0.0008177894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000219812,"about_ca_system_score_gemma":0.0002062386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001309704,"about_ca_topic_score_gemma":0.0000100853,"domain_scores_codex":[0.9976653,0.0001029476,0.001011599,0.0006491535,0.00005570716,0.0005152617],"domain_scores_gemma":[0.9970005,0.000307768,0.0006587381,0.001864605,0.000138895,0.00002953969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008525619,0.002182033,0.01961259,0.00032809,0.0006919204,0.0004523937,0.0002577503,0.000004390147,0.9137748,0.0001168489,0.03128388,0.03044272],"study_design_scores_gemma":[0.006632778,0.0004088795,0.007378499,0.0003146961,0.0002535021,0.001071192,0.001159585,0.00002730897,0.7779055,0.0002514406,0.2036996,0.0008969339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739286,0.009430452,0.00003618549,0.001395854,0.001464377,0.0001639428,0.0001679313,0.00005821768,0.01335449],"genre_scores_gemma":[0.981406,0.0005862911,0.00003214761,0.000370061,0.00003227262,0.00001125534,0.0001452146,0.00002315727,0.01739354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724158,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674616635444634,"score_gpt":0.3299745962584069,"score_spread":0.3032284299039605,"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."}}