{"id":"W4411433390","doi":"10.1016/j.ard.2025.06.940","title":"ABS0783 DIAGNOSTIC DELAY IN SYSTEMIC AUTOINFLAMMATORY DISEASE: PRELIMINARY RESULTS FROM THE EUROFEVER REGISTRY","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Systemic disease; Dermatology; Disease; Pathology","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":[0.002454699,0.0003030422,0.0004952297,0.001743388,0.0002251313,0.0009092686,0.0004726713,0.0004280389,0.003349869],"category_scores_gemma":[0.007492759,0.0001451096,0.0004543393,0.00202002,0.0001842404,0.0007716164,0.0007113476,0.0003191506,0.0005870009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005568211,"about_ca_system_score_gemma":0.0005192333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005724566,"about_ca_topic_score_gemma":0.004169379,"domain_scores_codex":[0.9980586,0.0005533826,0.0003876281,0.0004098018,0.0003247319,0.0002658823],"domain_scores_gemma":[0.9936709,0.001720322,0.002842332,0.0004070622,0.0009166114,0.0004427297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007763599,0.00004401015,0.9925432,0.00009272196,0.00006342541,0.0003018139,0.00009780715,0.0001401111,0.0000733491,0.00006455225,0.001381928,0.004420677],"study_design_scores_gemma":[0.00007340954,0.0001371242,0.9964713,0.00009032412,0.00006279536,0.0007701101,0.0002344419,0.000281109,0.00007385882,0.00004732129,0.001750106,0.000008113357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785928,0.002061856,0.0002630127,0.0001525897,0.00002657171,0.00006010117,0.01724686,0.00001762002,0.001578515],"genre_scores_gemma":[0.972192,0.001095224,0.0004116434,0.0001114949,0.00007390912,0.0001109154,0.0255527,0.00001117192,0.0004408677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005724566,"threshold_uncertainty_score":0.01298183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525156131776564,"score_gpt":0.2826892877569521,"score_spread":0.2574377264391864,"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."}}