{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003677061,0.0005250473,0.0004119865,0.002143034,0.0004818678,0.0009222259,0.0004398027,0.0004837541,0.002309727],"category_scores_gemma":[0.01395277,0.0001114666,0.0005173158,0.003252862,0.0004047455,0.0004618341,0.001033043,0.0006379238,0.0003218465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005377895,"about_ca_system_score_gemma":0.0007454185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642595,"about_ca_topic_score_gemma":0.002481445,"domain_scores_codex":[0.9959446,0.001491858,0.0005231011,0.000490611,0.001236679,0.0003132618],"domain_scores_gemma":[0.9838201,0.003712282,0.008940129,0.000748687,0.001910894,0.0008679295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005730308,0.00001032078,0.9971608,0.00002272726,0.00005381838,0.00003076606,0.00002864311,0.00008148963,0.00008009056,0.00003191058,0.000140047,0.002302026],"study_design_scores_gemma":[0.000007155646,0.00003954149,0.9988521,0.00002918647,0.00002823879,0.0002981566,0.00005466721,0.0003011549,0.00004663482,0.00008016706,0.0002596001,0.000003389921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959114,0.0008440629,0.0005908769,0.0001182805,0.00002615945,0.0000426187,0.0007298203,0.00001005755,0.001726814],"genre_scores_gemma":[0.998463,0.000108822,0.0005645607,0.00001674968,0.00001546052,0.00002486139,0.0006910213,0.000004711286,0.0001108182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003677061,"threshold_uncertainty_score":0.01944637,"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."}}