{"id":"W4410513061","doi":"10.3899/jrheum.2025-0390.pv216","title":"SLE CLASSIFICATION CRITERIA ITEM RELATIONSHIPS: IMPLICATIONS ON SLE AS A DISEASE ENTITY","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Disease; Disease entity; Immunopathology; MEDLINE; Immunology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01131543,0.0004658201,0.0006486705,0.002323346,0.0008642697,0.00177136,0.001096921,0.0006493899,0.01272062],"category_scores_gemma":[0.06581998,0.0001388715,0.0007565088,0.006641409,0.0007437805,0.001109463,0.001411919,0.001596241,0.001396709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007460155,"about_ca_system_score_gemma":0.001670306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005659774,"about_ca_topic_score_gemma":0.008482568,"domain_scores_codex":[0.9869012,0.008812551,0.001063823,0.001047442,0.001696265,0.0004787508],"domain_scores_gemma":[0.934718,0.04343061,0.01230633,0.002871586,0.005222681,0.001450732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007722481,0.00008470715,0.9027063,0.0004044836,0.0002824794,0.0001889678,0.001443851,0.001088693,0.0005606652,0.005155167,0.02613389,0.06117868],"study_design_scores_gemma":[0.0001247537,0.0003116262,0.9608864,0.0004648645,0.0002304894,0.001075729,0.002438829,0.00679586,0.0004194205,0.009014419,0.01818816,0.00004945964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899443,0.004036743,0.02702191,0.01628268,0.0009261742,0.0004986222,0.01914857,0.0004560009,0.03218631],"genre_scores_gemma":[0.9750931,0.0003112478,0.01887364,0.0004804989,0.000244029,0.0003551314,0.003747971,0.00009526357,0.0007991496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272062,"threshold_uncertainty_score":0.05984247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220024927371837,"score_gpt":0.4463615232449154,"score_spread":0.3243590305077317,"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."}}