{"id":"W4410513120","doi":"10.3899/jrheum.2025-0390.pv060","title":"PAIN IN CUTANEOUS LUPUS ERYTHEMATOSUS CATEGORIES & SUBTYPES","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Lupus erythematosus; Systemic lupus erythematosus; Cutaneous Lupus Erythematosus; Internal medicine; Immunology; Disease; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005921388,0.0002487193,0.0003653351,0.002032098,0.0004093251,0.0006393343,0.0003660479,0.0003205998,0.01618061],"category_scores_gemma":[0.002198982,0.0001074002,0.0004328404,0.001780058,0.0002356293,0.0005451291,0.0006626757,0.0004813464,0.002133304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177601,"about_ca_system_score_gemma":0.0002630785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519308,"about_ca_topic_score_gemma":0.002013187,"domain_scores_codex":[0.9992849,0.0001907862,0.0001060492,0.00009910525,0.0001666065,0.0001525597],"domain_scores_gemma":[0.9985543,0.0003202365,0.0006718501,0.00003688553,0.0002252739,0.0001915671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001053927,0.0001423379,0.9521908,0.0002939271,0.00008665868,0.0002816704,0.0002245854,0.0001187776,0.0006317436,0.0002989535,0.007064759,0.03761172],"study_design_scores_gemma":[0.00005072283,0.0002482529,0.9938071,0.0001732187,0.00002945099,0.001455815,0.0005208085,0.0001771804,0.00007427167,0.0002626228,0.003190903,0.000009553334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576874,0.008935234,0.00057984,0.0006823267,0.0001410924,0.00033711,0.009789214,0.00005137808,0.02179646],"genre_scores_gemma":[0.9911621,0.001580171,0.001171032,0.0001741279,0.0001550384,0.0002360431,0.003906445,0.0000118868,0.00160311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01618061,"threshold_uncertainty_score":0.05412954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008764424462800204,"score_gpt":0.2550383344117407,"score_spread":0.2462739099489405,"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."}}