{"id":"W4386273701","doi":"10.1136/lupus-2023-la.3","title":"03 Disease modification and prevention of damage","year":2023,"lang":"en","type":"article","venue":"Abstracts","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Disease; Prednisone; Intensive care medicine; Immunology; Surgery; Internal medicine","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":[0.001798686,0.0003856472,0.000380045,0.0007352354,0.0006997052,0.003614287,0.001329098,0.00205284,0.06891527],"category_scores_gemma":[0.004483968,0.0001936625,0.0007716483,0.0006794785,0.001343485,0.00139401,0.001799768,0.001803125,0.02381392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752648,"about_ca_system_score_gemma":0.002737217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373724,"about_ca_topic_score_gemma":0.0035459,"domain_scores_codex":[0.9980691,0.0005690181,0.0001851271,0.0002230805,0.0007413684,0.0002123104],"domain_scores_gemma":[0.9972516,0.0004080822,0.0004314365,0.0004484968,0.0009929022,0.0004674792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002710885,0.0002715013,0.0077454,0.001019061,0.00009014425,0.0007514473,0.0004151206,0.0003744121,0.003233363,0.07066997,0.3851831,0.5299754],"study_design_scores_gemma":[0.00004436779,0.0001845032,0.004912639,0.0003912419,0.0000261341,0.001664626,0.0001953919,0.0002707057,0.002218999,0.01426766,0.975799,0.00002482244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01961688,0.02856725,0.02090074,0.08064898,0.01297502,0.0005090075,0.00243189,0.001599197,0.8327511],"genre_scores_gemma":[0.2422654,0.04019644,0.02874371,0.08580144,0.0112411,0.000817181,0.004745828,0.0007522562,0.5854367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06891527,"threshold_uncertainty_score":0.2305446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06382608244350162,"score_gpt":0.363942832271987,"score_spread":0.3001167498284854,"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."}}