{"id":"W2001101579","doi":"10.1002/acr.20684","title":"Validation of potential classification criteria for systemic sclerosis","year":2011,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; University of Manitoba; Toronto Western Hospital; Jewish General Hospital; St Joseph's Health Care; University of Toronto; Mount Sinai Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Canadian Institutes of Health Research; European League Against Rheumatism; National Institutes of Health; Scleroderma Foundation","keywords":"Medicine; Scleroderma (fungus); Internal medicine; Anti-nuclear antibody; Rheumatology; Interstitial lung disease; Mixed connective tissue disease; Polymyositis; Dermatology; Pathology; Gastroenterology; Disease; Lung; Antibody; Autoantibody; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.03688965,0.0007737807,0.0008179612,0.004536855,0.001198065,0.00141127,0.001475774,0.0009952784,0.002992972],"category_scores_gemma":[0.1122752,0.0001876982,0.00157757,0.001607627,0.001344077,0.001212457,0.002810676,0.0007609181,0.0009245031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282787,"about_ca_system_score_gemma":0.002263151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650746,"about_ca_topic_score_gemma":0.002144303,"domain_scores_codex":[0.9779679,0.01002226,0.003337286,0.001523601,0.00629398,0.0008549365],"domain_scores_gemma":[0.8894122,0.05432243,0.0138441,0.006610829,0.0328837,0.002926761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007608371,0.0003351234,0.9319297,0.0002995677,0.0002184956,0.0002012334,0.001928443,0.001152115,0.0009256434,0.001048148,0.003153844,0.05804682],"study_design_scores_gemma":[0.0005109181,0.001310373,0.9534822,0.000931373,0.0002369981,0.001447848,0.003158201,0.02200639,0.0021457,0.003551871,0.01114929,0.0000688049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719409,0.0009801529,0.01218223,0.0007225089,0.0003477279,0.002374399,0.00204722,0.00009197183,0.009312913],"genre_scores_gemma":[0.9813275,0.0002064216,0.01328268,0.0001230562,0.00008195411,0.001674528,0.002681468,0.00002872093,0.0005936346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03688965,"threshold_uncertainty_score":0.1950935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2021091358670931,"score_gpt":0.3779254368869366,"score_spread":0.1758163010198436,"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."}}