{"id":"W2046079750","doi":"10.1016/j.jim.2010.04.005","title":"Comparison between multiplex assays for autoantibody detection in systemic lupus erythematosus","year":2010,"lang":"en","type":"article","venue":"Journal of Immunological Methods","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Nova Scotia Health Authority; Dalhousie University; Capital District Health Authority","funders":"","keywords":"Autoantibody; Medicine; Lupus nephritis; Immunology; Multiplex; Lupus erythematosus; Systemic lupus erythematosus; Internal medicine; Disease; Antibody; Biology; Bioinformatics","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":[0.008781761,0.001358193,0.00108437,0.002781012,0.0005636933,0.002335168,0.0010459,0.001549468,0.001050614],"category_scores_gemma":[0.01067185,0.001111613,0.0006181558,0.001275568,0.0007294223,0.0008788544,0.0009825461,0.001662354,0.0006206145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009144804,"about_ca_system_score_gemma":0.0004158807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007179093,"about_ca_topic_score_gemma":0.001189278,"domain_scores_codex":[0.9910541,0.004135648,0.0005542905,0.001081091,0.002611183,0.0005636907],"domain_scores_gemma":[0.9892245,0.007296469,0.0009081321,0.0006408948,0.001460977,0.000469055],"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":[0.01667045,0.001569818,0.06215471,0.00098086,0.0009073843,0.0002527901,0.00101392,0.002252608,0.8180515,0.001746465,0.0009985598,0.09340088],"study_design_scores_gemma":[0.0008009225,0.01486633,0.1381719,0.0003953879,0.00146487,0.002990306,0.0007968544,0.04348303,0.7867868,0.002064105,0.007927344,0.0002522264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359328,0.0110596,0.04793229,0.0002232128,0.0005623511,0.0003451724,0.000621628,0.0003576267,0.00296531],"genre_scores_gemma":[0.9542626,0.002557054,0.03935605,0.0002593163,0.0001960613,0.0005545066,0.0006653882,0.00004070564,0.002108413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008781761,"threshold_uncertainty_score":0.04644293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08621439262297173,"score_gpt":0.4535245840088438,"score_spread":0.3673101913858721,"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."}}