{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112477,0.00006734295,0.0002178638,0.000242353,0.0002464103,0.00001326223,0.000172341,0.00007432898,0.0001231132],"category_scores_gemma":[0.002196167,0.00004469438,0.00007519691,0.0002812865,0.00009435372,0.00006198455,0.00002669093,0.0005310646,0.00009442038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097443,"about_ca_system_score_gemma":0.0007316609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009168662,"about_ca_topic_score_gemma":0.00003359862,"domain_scores_codex":[0.9986338,0.0005046512,0.0004440814,0.00008652416,0.000163825,0.000167101],"domain_scores_gemma":[0.9979752,0.0009530755,0.0001844746,0.0003582191,0.0003535655,0.0001755228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001174166,0.0003405615,0.8661175,0.0001878451,0.0001137875,0.000008674464,0.0004822658,0.000002826429,0.0008185417,0.06986575,0.05733187,0.003556212],"study_design_scores_gemma":[0.0009052784,0.0003302327,0.9497921,0.0003931615,0.0001347417,0.0007897904,0.0006343081,0.000415667,0.00007482805,0.01568438,0.03078582,0.00005969623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800637,0.0005214837,0.0009584735,0.115298,0.0003979091,0.0002195903,0.000004401244,0.00001280231,0.002523691],"genre_scores_gemma":[0.9967639,0.0007762648,0.00009333243,0.0006183882,0.00001577699,0.000009592277,0.000006990348,0.000006767896,0.001708985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167003,"threshold_uncertainty_score":0.2629175,"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."}}