{"id":"W2032922865","doi":"10.1016/j.autrev.2007.08.003","title":"A clinical approach to autoantibody testing in systemic autoimmune rheumatic disorders","year":2007,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Autoantibody; Medicine; Rheumatoid arthritis; Immunology; Confusion; Serology; Dermatology; Intensive care medicine; Antibody","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":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.02731146,0.001577699,0.01499552,0.001997647,0.00024241,0.0001185985,0.002011004,0.001377079,0.0000667107],"category_scores_gemma":[0.01390627,0.001170084,0.002383879,0.005966611,0.0003085259,0.0001501634,0.001010897,0.004904319,0.003366611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484134,"about_ca_system_score_gemma":0.002142965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005563966,"about_ca_topic_score_gemma":0.00002565958,"domain_scores_codex":[0.9800169,0.00586389,0.009543737,0.001593391,0.001209129,0.001772935],"domain_scores_gemma":[0.9884784,0.003758715,0.002181798,0.004679519,0.0002652353,0.0006363676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001267571,0.0006624328,0.001124967,0.2496845,0.0002152356,0.00003289121,0.0003644448,6.136055e-7,9.868846e-7,0.00004153425,0.0005499913,0.7473097],"study_design_scores_gemma":[0.0007759385,0.0001812585,0.0002652466,0.3247228,0.0006825043,0.008261593,0.0001433967,0.0001437295,1.103438e-8,0.000006692613,0.6641366,0.0006802096],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001417211,0.9615191,0.0004478292,0.00002432603,0.000654803,0.01873534,0.00001328522,0.0003516121,0.01811195],"genre_scores_gemma":[0.00006020933,0.9872649,0.007404899,0.0001083128,0.0001794492,0.00178029,0.0002918125,0.0003501191,0.002559953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7466295,"threshold_uncertainty_score":0.9999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2893700351735199,"score_gpt":0.4795136759331073,"score_spread":0.1901436407595873,"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."}}