{"id":"W4310495326","doi":"10.3899/jrheum.220600","title":"Eosinophilic Fasciitis Without Skin Sclerosis","year":2022,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eosinophilic fasciitis; Dermatology; Scleroderma (fungus); Connective tissue disease; Fasciitis; Immunopathology; Autoimmune disease; Pathology; Surgery; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008335735,0.0001172467,0.0005287483,0.0001784646,0.0002778059,0.000008381066,0.0003159435,0.00004181137,0.001068513],"category_scores_gemma":[0.00008842687,0.00007590692,0.00016532,0.0002280942,0.0001788105,0.00005275055,0.0001259058,0.0005077125,0.00001965619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005626185,"about_ca_system_score_gemma":0.0001603962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001452264,"about_ca_topic_score_gemma":0.0000156155,"domain_scores_codex":[0.9984909,0.0002736299,0.0005045149,0.00009028817,0.0004021882,0.0002385336],"domain_scores_gemma":[0.9990133,0.0001551044,0.0003737609,0.0002669104,0.00009456976,0.00009637557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001715227,0.001010692,0.8948672,0.0001400064,0.0009488997,0.0001621709,0.007870162,0.0002419095,0.003338969,0.004315913,0.05865397,0.02673483],"study_design_scores_gemma":[0.01554407,0.009175156,0.3516758,0.0005527654,0.001262262,0.5114574,0.01583729,0.0005353632,0.0006608769,0.01222906,0.08032209,0.0007478571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853455,0.002461646,0.00007839449,0.01029654,0.0004705787,0.0001255987,0.000003796152,0.00001349072,0.001204388],"genre_scores_gemma":[0.9973439,0.001213277,0.0001562605,0.0007728338,0.00001211941,0.000004732046,0.000001693638,0.00002021244,0.0004749763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5431914,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942359697215043,"score_gpt":0.248496146363315,"score_spread":0.2290725493911646,"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."}}