{"id":"W2047984491","doi":"10.1177/0961203312454344","title":"SLEDAI-2K Responder Index 50 captures 50% improvement in disease activity over 10 years","year":2012,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Lupus nephritis; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006668445,0.0002182727,0.0003675453,0.0003140185,0.0000397082,0.00002852709,0.0001641193,0.0001578548,0.001328474],"category_scores_gemma":[0.0002798723,0.0001839752,0.0001210413,0.0002617812,0.00007910022,0.0002162245,0.0001776123,0.000388144,0.000371516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005306392,"about_ca_system_score_gemma":0.0002249039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005259951,"about_ca_topic_score_gemma":0.0001243634,"domain_scores_codex":[0.9975908,0.0001446239,0.0002786394,0.0003558881,0.0008565879,0.0007734537],"domain_scores_gemma":[0.9983995,0.0001459735,0.00008082419,0.0007294938,0.00005176961,0.000592442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002835366,0.0005226652,0.9493265,0.0003640555,0.0000721964,0.0001430171,0.001748121,0.000003203759,0.01930894,0.00007160906,0.02328683,0.002317487],"study_design_scores_gemma":[0.00684418,0.0002473239,0.848855,0.0004739456,0.00007879117,0.0006706062,0.0006896091,0.0002798749,0.001448497,0.0001465438,0.1398024,0.0004631623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934959,0.001730027,0.00003150932,0.0004036102,0.001507427,0.000889228,0.0000138319,0.00006573705,0.001862776],"genre_scores_gemma":[0.9628406,0.00003548778,0.00004122825,0.0002671525,0.0004317352,0.0001130329,0.00001120085,0.00005179892,0.03620779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165156,"threshold_uncertainty_score":0.9995844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208032863636518,"score_gpt":0.3145378072246698,"score_spread":0.2924574785883047,"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."}}