{"id":"W2976823928","doi":"10.1002/acr.24078","title":"Associations Between Classification Criteria Items in Systemic Lupus Erythematosus","year":2019,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Mount Sinai Hospital; University of Toronto","funders":"European League Against Rheumatism; American College of Rheumatology Research and Education Foundation","keywords":"Medicine; Cohort; Polychoric correlation; Malar rash; Systemic lupus erythematosus; Mucocutaneous zone; Cohort study; Rash; Internal medicine; Autoantibody; Immunology; Dermatology; Correlation; Disease; Antibody; Anti-nuclear 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003222075,0.0002491255,0.0008755184,0.001190064,0.0002054488,0.0001772388,0.0004246522,0.0003832882,0.0003720315],"category_scores_gemma":[0.0008503216,0.0002483282,0.0001702551,0.001649539,0.0001691774,0.000265371,0.0002255662,0.001129304,0.003028556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626369,"about_ca_system_score_gemma":0.0006883886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005556617,"about_ca_topic_score_gemma":0.0003215798,"domain_scores_codex":[0.9937037,0.0009808585,0.0009568589,0.0008229892,0.002315116,0.001220505],"domain_scores_gemma":[0.9957853,0.00106287,0.0001320601,0.001178999,0.001480502,0.0003602571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005674646,0.00007776725,0.9688636,0.0008431247,0.00004929549,0.0001273428,0.007423546,8.153226e-7,0.01106284,0.000821568,0.003016223,0.007657105],"study_design_scores_gemma":[0.03276368,0.002202088,0.7211974,0.02485985,0.00007653337,0.02277983,0.1700528,0.0009941435,0.00470964,0.001333988,0.01724466,0.001785413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667199,0.007311366,0.00001369974,0.0007149072,0.0004675192,0.00299919,0.0001437202,0.0001322959,0.02149738],"genre_scores_gemma":[0.9945828,0.0007486045,0.00009299542,0.00002699213,0.0004091524,0.0003466784,0.0003984886,0.0000913305,0.003302955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2476662,"threshold_uncertainty_score":0.9999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07308694064683278,"score_gpt":0.3883383688010203,"score_spread":0.3152514281541875,"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."}}