{"id":"W6966290288","doi":"10.3899/jrheum.2025-0314.131","title":"It’s Not Always the “Case”","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Dermatological and Skeletal Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Allopurinol; Mucocutaneous zone; Complication; Lupus erythematosus; Systemic disease; Skin biopsy; Kidney disease; Biopsy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004372433,0.0000949497,0.000185914,0.00003090492,0.0001561119,0.00001181391,0.0004410932,0.0001029489,0.00002981369],"category_scores_gemma":[0.0002288346,0.00004323382,0.0001288703,0.00008914976,0.0002654146,0.000002542344,0.0001221515,0.0001920781,0.00001278136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003651958,"about_ca_system_score_gemma":0.00005942285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002315399,"about_ca_topic_score_gemma":0.00007792247,"domain_scores_codex":[0.9991246,0.0002397804,0.0003289501,0.00007446433,0.00006472172,0.0001674197],"domain_scores_gemma":[0.9993429,0.0001379202,0.0001715077,0.0002317133,0.00008679809,0.0000291264],"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":[0.001316337,0.0002932192,0.02788874,0.0001029048,0.001093206,0.0002950113,0.0006269253,0.0003084839,0.03524765,0.02523076,0.8885369,0.01905992],"study_design_scores_gemma":[0.002027016,0.0005847197,0.003051132,0.00007252257,0.0002077453,0.1043055,0.002941729,0.000191616,0.0150157,0.009493805,0.861801,0.0003074655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531432,0.001276032,0.002420624,0.03753094,0.000407762,0.00007365156,0.000001788613,0.000003583502,0.005142456],"genre_scores_gemma":[0.9926922,0.001303051,0.00004655885,0.005443954,0.000007671124,0.000001832207,0.000001137984,0.00000445575,0.0004990853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040105,"threshold_uncertainty_score":0.1763024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00954493669118607,"score_gpt":0.2517980100321122,"score_spread":0.2422530733409261,"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."}}