{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006091533,0.00009343889,0.0002490236,0.0002421203,0.0001447403,0.00002507521,0.0001154273,0.0001533955,0.0002525387],"category_scores_gemma":[0.0001680507,0.00008421839,0.0001525424,0.0002714576,0.0001398336,0.00009589983,0.00003067332,0.0001233418,0.00005885289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008652541,"about_ca_system_score_gemma":0.0001565708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000147236,"about_ca_topic_score_gemma":0.000002697029,"domain_scores_codex":[0.9982774,0.0001842794,0.0004116262,0.0002932522,0.0005411077,0.0002923127],"domain_scores_gemma":[0.997833,0.0000702354,0.0000873238,0.0003675627,0.001495514,0.0001463293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005197726,0.0002316488,0.005961224,0.0009448306,0.00008945067,0.00001370571,0.004870999,9.620463e-7,0.8776236,0.0008440925,0.003556165,0.1053436],"study_design_scores_gemma":[0.01059392,0.002355595,0.1898401,0.02120592,0.0002625731,0.0003352215,0.05784206,0.0004329938,0.7158337,0.0004049822,0.0004476217,0.0004452813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830441,0.0130504,0.0002878495,0.0001108361,0.0002125696,0.001252341,0.00004215834,0.00004751416,0.001952173],"genre_scores_gemma":[0.9959562,0.002966437,0.0003483165,0.00001562247,0.0001817112,0.0002723432,0.0001334429,0.00002719316,0.00009873963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1838789,"threshold_uncertainty_score":0.3434326,"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."}}