{"id":"W4411415360","doi":"10.1016/j.ard.2025.06.168","title":"POS0811-PARE THE VOCABULARY OF RHEUMATOLOGY","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002456099,0.0005665554,0.0005217124,0.001285394,0.001797742,0.005946259,0.0007600594,0.002279779,0.1484933],"category_scores_gemma":[0.007879446,0.0002210013,0.0003103379,0.001861709,0.002646493,0.00578475,0.002832119,0.003835175,0.09408203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001675996,"about_ca_system_score_gemma":0.002253996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604252,"about_ca_topic_score_gemma":0.001630894,"domain_scores_codex":[0.9960096,0.001945137,0.0004404669,0.0005131385,0.0008550311,0.0002366103],"domain_scores_gemma":[0.9947478,0.002059572,0.0004637466,0.0004769259,0.001661282,0.0005906568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001791681,0.0000352744,0.0006011017,0.0008335885,0.000008105169,0.0002657196,0.002388146,0.00005489352,0.001378738,0.2736517,0.6119099,0.1086937],"study_design_scores_gemma":[0.000005557179,0.000007969672,0.000146409,0.0001404479,0.000001643349,0.0001660204,0.0002200658,0.0000175258,0.00006956892,0.003589744,0.9956313,0.000003731984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00258216,0.01360532,0.008521369,0.04285769,0.02715073,0.0001298549,0.00313012,0.0008142744,0.9012085],"genre_scores_gemma":[0.137723,0.0241331,0.01872927,0.04761713,0.02940125,0.0006965004,0.007668884,0.003028095,0.7310029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1484933,"threshold_uncertainty_score":0.4967596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010490026496433,"score_gpt":0.3316567017758482,"score_spread":0.2915518015108838,"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."}}