{"id":"W2807240358","doi":"10.1002/art.40455","title":"Skin Gene Expression Is Prognostic for the Trajectory of Skin Disease in Patients With Diffuse Cutaneous Systemic Sclerosis","year":2018,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Universitätsklinikum Tübingen; University of California, San Diego; National Institutes of Health; University of California, Los Angeles; James Cook University; University of South Carolina; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Ruhr-Universität Bochum; McGill University; University of Connecticut; Universitätsklinikum Köln; Cleveland Clinic; Northwestern University; Boston University; Georgetown University","keywords":"Medicine; CTGF; Skin biopsy; Internal medicine; Scleroderma (fungus); Fibrosis; Gene expression; Biomarker; Pathology; Biopsy; Growth factor; Gene; Receptor; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003072289,0.0001994882,0.0001948066,0.000367919,0.0001614403,0.0003136045,0.0001043107,0.0002223956,0.001114549],"category_scores_gemma":[0.001084947,0.00007806166,0.0002221205,0.0004243078,0.000142781,0.0001910398,0.0001409918,0.000283308,0.0001858875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186304,"about_ca_system_score_gemma":0.000103462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004854961,"about_ca_topic_score_gemma":0.0006180368,"domain_scores_codex":[0.9998548,0.00004260626,0.00001469103,0.00004274839,0.00002650321,0.00001866892],"domain_scores_gemma":[0.9992042,0.0001995895,0.0003890867,0.00003634632,0.00007465693,0.00009614054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003871568,0.00001536698,0.9938692,0.000007197078,0.00002791129,0.00006393285,0.00002361889,0.0001847173,0.002981239,0.000007712168,0.00003714787,0.002394734],"study_design_scores_gemma":[0.000006549787,0.0001681018,0.9978995,0.000003659494,0.00002233271,0.0003056177,0.00004947079,0.000871823,0.0005600271,0.00002306508,0.00008684886,0.000002932301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999411,0.0001475808,0.0001818635,0.00002241607,0.000001644567,0.000003135112,0.0001016976,0.000006116128,0.0001245513],"genre_scores_gemma":[0.9995615,0.00004622129,0.0001593389,0.000007066208,0.000003245882,0.000003015335,0.0001313728,0.000001388236,0.00008691978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001114549,"threshold_uncertainty_score":0.003728509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00984327052215355,"score_gpt":0.2147623306361399,"score_spread":0.2049190601139864,"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."}}