{"id":"W4388494808","doi":"10.1177/09612033231209601","title":"Active lupus in Argentina: Results of a multicenter and national registry","year":2023,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prednisone; Lupus nephritis; Internal medicine; Logistic regression; Systemic lupus erythematosus; Cohort; Nephritis; Disease; Gastroenterology; Proteinuria; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004745695,0.0000926506,0.0002433376,0.0002972814,0.00002203814,0.0000076814,0.00007412738,0.00008551663,0.00002188701],"category_scores_gemma":[0.001086601,0.00007930642,0.00004399543,0.0004588698,0.00008427452,0.00005592262,0.00009347715,0.000160914,0.0000746137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189657,"about_ca_system_score_gemma":0.0001062553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006020296,"about_ca_topic_score_gemma":0.00007834916,"domain_scores_codex":[0.9985932,0.00005444741,0.0003201017,0.0002572041,0.0005305788,0.0002444586],"domain_scores_gemma":[0.9991957,0.0002412918,0.00009122939,0.000213903,0.0001716687,0.00008618756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002565149,0.0001935669,0.9179391,0.0009377286,0.00009421202,0.0003178853,0.005525501,0.00000493954,0.01371526,0.0002594698,0.05766938,0.0007777722],"study_design_scores_gemma":[0.1323588,0.001410581,0.546002,0.01184978,0.0002091943,0.0434629,0.04076646,0.02280959,0.06183968,0.002421212,0.1353486,0.001521114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989947,0.0001381442,0.000002677169,0.0008374554,0.0008068453,0.0004207016,0.00004302936,0.00004066552,0.007763525],"genre_scores_gemma":[0.9683445,0.0001161536,0.0001060743,0.0000336026,0.00007345239,0.00003327023,0.00004743263,0.00001661246,0.0312289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719371,"threshold_uncertainty_score":0.3234022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03612709715556294,"score_gpt":0.3325516019340545,"score_spread":0.2964245047784916,"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."}}