{"id":"W3128254628","doi":"10.1136/annrheumdis-2020-219373","title":"European League Against Rheumatism (EULAR)/American College of Rheumatology (ACR) SLE classification criteria item performance","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Calgary; Toronto Western Hospital; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"National Institutes of Health; Academy of Medical Sciences; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Rheumatism; Rheumatology; League; Internal medicine; Family medicine; Physical therapy; Dermatology","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":[0.00385382,0.001324532,0.001713268,0.004188691,0.001361211,0.001886777,0.001195191,0.001492179,0.008206751],"category_scores_gemma":[0.00896735,0.0001995477,0.00185542,0.002878609,0.0005849955,0.001061727,0.001755777,0.001510864,0.003721877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069141,"about_ca_system_score_gemma":0.002709158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006505657,"about_ca_topic_score_gemma":0.01023099,"domain_scores_codex":[0.9966887,0.0007488328,0.0006316241,0.0002105479,0.00105073,0.0006696375],"domain_scores_gemma":[0.993359,0.0010362,0.002135567,0.0001705251,0.002555727,0.0007429757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001310629,0.0006448518,0.7821315,0.001158193,0.00093063,0.0008630132,0.0004852841,0.001737745,0.001033332,0.001795001,0.1383801,0.06952975],"study_design_scores_gemma":[0.0006318166,0.0008757177,0.9143901,0.001599877,0.0007285993,0.00287425,0.0006244721,0.003152421,0.0008941076,0.003573226,0.07052657,0.0001287719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5396919,0.02177755,0.01269085,0.01366367,0.001986003,0.004122905,0.08684436,0.0008075397,0.3184152],"genre_scores_gemma":[0.8787414,0.006370084,0.01392677,0.002813223,0.0005265056,0.004968342,0.06288669,0.0001783419,0.02958862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008206751,"threshold_uncertainty_score":0.02745432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05796894442684368,"score_gpt":0.3339370243746488,"score_spread":0.2759680799478051,"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."}}