{"id":"W3095475399","doi":"10.1136/annrheumdis-2020-eular.1644","title":"SAT0019 HISTOPATHOLOGICAL CHANGES OF SYNOVIAL TISSUE IN RHEUMATOID ARTHRITIS PATIENTS TREATED WITH TNF INHIBITORS","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Sierra Oncology; Medizinische Universität Innsbruck","keywords":"Medicine; Etanercept; Golimumab; Synovitis; Rheumatoid arthritis; Fibrosis; Infliximab; Pathology; Arthritis; H&E stain; Tumor necrosis factor alpha; Immunohistochemistry; Internal medicine","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":[0.0001945273,0.0002024112,0.0002148939,0.0009439546,0.000209547,0.0002886326,0.0001337561,0.0002981551,0.002289213],"category_scores_gemma":[0.0004023067,0.0002245088,0.0002735344,0.0005494655,0.0001838985,0.0001348692,0.0001338166,0.0002649768,0.000348882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239893,"about_ca_system_score_gemma":0.0001344748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001198739,"about_ca_topic_score_gemma":0.001986257,"domain_scores_codex":[0.9998316,0.00003260034,0.00002808061,0.0000229363,0.00005627152,0.00002850642],"domain_scores_gemma":[0.9996706,0.00005497409,0.0001290343,0.00001415526,0.00006171431,0.00006946897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01150509,0.0003150721,0.7344958,0.0005195567,0.0005129565,0.01361679,0.0002686005,0.0002776461,0.2078186,0.00006426039,0.0007853433,0.02982018],"study_design_scores_gemma":[0.00008091789,0.001165051,0.9794728,0.00002518854,0.0001967876,0.01090924,0.0002877287,0.0003173751,0.006636447,0.00002889369,0.0008682883,0.00001121791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954023,0.002044176,0.0001564195,0.00005582172,0.00002461862,0.00001436922,0.0003919928,0.00001262253,0.001897643],"genre_scores_gemma":[0.998052,0.0006580646,0.0001765081,0.00004805403,0.00001700058,0.000006145591,0.0003001387,0.000002173267,0.0007399536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002289213,"threshold_uncertainty_score":0.007658184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903570486772907,"score_gpt":0.2744497075081628,"score_spread":0.2454140026404338,"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."}}