{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001064971,0.0002193746,0.000580645,0.0001392232,0.0001294771,0.00001214248,0.000156789,0.0001473627,0.00007273036],"category_scores_gemma":[0.0002242923,0.0001372491,0.0001349533,0.0001978415,0.0003763181,0.0000531769,0.00004176727,0.0001075449,0.00001949783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004213299,"about_ca_system_score_gemma":0.0001368447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001292524,"about_ca_topic_score_gemma":0.00004091268,"domain_scores_codex":[0.9982058,0.0001071529,0.0006191256,0.0004092752,0.0002844726,0.0003742069],"domain_scores_gemma":[0.998428,0.0004026688,0.0002513871,0.0004933593,0.0002349338,0.0001896905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00201371,0.0009425568,0.9800835,0.0003514294,0.000124893,0.00001730426,0.001206538,0.000007228696,0.002255897,0.00002403578,0.0009216571,0.01205125],"study_design_scores_gemma":[0.02062111,0.001829392,0.9377792,0.02560117,0.0003239833,0.0003431159,0.000590388,0.0002932805,0.01209146,0.00003745546,0.00009661729,0.0003928228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845438,0.01296214,0.000137209,0.0001180956,0.0003117792,0.001764958,0.0001059672,0.00004202709,0.00001402186],"genre_scores_gemma":[0.9968336,0.00247294,0.0001332571,0.0001108104,0.00003626374,0.0003076999,0.00004269335,0.00004405938,0.00001868058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0423043,"threshold_uncertainty_score":0.5596856,"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."}}