{"id":"W4410513202","doi":"10.3899/jrheum.2025-0390.pv214","title":"A EULAR/ACR (2019) SLE CLASSIFICATION CRITERIA SCORE ≥20 IS A MARKER OF SEVERE DISEASE IN A PREVALENT SLE COHORT FROM THE PORTUGUESE REUMA.PT REGISTRY","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Internal medicine; Portuguese; Disease","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":[0.001620507,0.0002817825,0.0004095938,0.0009982631,0.0004688831,0.0008394351,0.0004268071,0.000394916,0.001756471],"category_scores_gemma":[0.00407297,0.0003120661,0.0004747972,0.001173814,0.0002362977,0.0003774739,0.0006931201,0.0004562191,0.0003398954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163057,"about_ca_system_score_gemma":0.0005261467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004028753,"about_ca_topic_score_gemma":0.006781496,"domain_scores_codex":[0.9988728,0.0003694492,0.0001290526,0.0002618913,0.0001663989,0.0002003785],"domain_scores_gemma":[0.9970926,0.0004135798,0.001721495,0.0003224135,0.0001790615,0.0002709458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001971565,0.00004650358,0.997779,0.0000194304,0.00003451966,0.00008898004,0.00008624102,0.00002281899,0.0001432262,0.00002404401,0.0001445505,0.001413654],"study_design_scores_gemma":[0.00001589339,0.0001547542,0.9985447,0.00001944214,0.00003328975,0.0005980849,0.000149846,0.00008913227,0.0000458458,0.00002424409,0.00032072,0.000004148759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975008,0.0003475318,0.000212378,0.00006237986,0.000009498499,0.0000267476,0.00107692,0.000004796764,0.0007589291],"genre_scores_gemma":[0.9985147,0.0001687682,0.0001651898,0.00002749322,0.00002000269,0.00003248479,0.0009196098,0.000003360483,0.0001483772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004028753,"threshold_uncertainty_score":0.008570135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153974195115643,"score_gpt":0.2991849139230363,"score_spread":0.2776451719718798,"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."}}