{"id":"W2159860161","doi":"10.1002/art.34473","title":"Derivation and validation of the Systemic Lupus International Collaborating Clinics classification criteria for systemic lupus erythematosus","year":2012,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":5295,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Dalhousie University; University Health Network; Capital District Health Authority; Université Laval; Toronto Western Hospital; Centre hospitalier universitaire de Québec","funders":"National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Systemic lupus; Medicine; Systemic disease; Systemic lupus erythematosus; Immunology; Dermatology; Immunopathology; Internal medicine; Disease","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":[0.03248205,0.00083147,0.0008464343,0.003527055,0.0008202947,0.001441672,0.001273606,0.0007958126,0.001205778],"category_scores_gemma":[0.1157689,0.0002640321,0.0009663868,0.001643915,0.0007578943,0.0005797556,0.001414011,0.001184116,0.0005503818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187983,"about_ca_system_score_gemma":0.006030641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01368631,"about_ca_topic_score_gemma":0.01392165,"domain_scores_codex":[0.9735074,0.009858924,0.004965845,0.00181383,0.009112085,0.0007419721],"domain_scores_gemma":[0.9170634,0.02567636,0.008119998,0.005517926,0.0419798,0.001642492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008135939,0.0003307341,0.7352758,0.001003137,0.0003600265,0.0008366497,0.001446392,0.009525161,0.005128288,0.002508328,0.02816154,0.2146103],"study_design_scores_gemma":[0.0006527753,0.001020306,0.8630332,0.00281198,0.0005940917,0.005092554,0.001199175,0.07963483,0.007823322,0.003335282,0.03462562,0.0001768471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8123705,0.006455818,0.138548,0.002654965,0.0009322657,0.01012165,0.007435482,0.0004109399,0.0210703],"genre_scores_gemma":[0.8133996,0.0007778144,0.1707827,0.0005589738,0.0001577979,0.002574157,0.01105739,0.00008118944,0.0006103464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03248205,"threshold_uncertainty_score":0.1717836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03945545159991799,"score_gpt":0.3298321007901709,"score_spread":0.290376649190253,"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."}}