{"id":"W2058554553","doi":"10.1002/art.24741","title":"Frequency and determinants of flare and persistently active disease in systemic lupus erythematosus","year":2009,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Flare; Systemic lupus erythematosus; Disease; Cohort; Clinical trial; Internal medicine; Incidence (geometry); Prospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.0007805311,0.0002144608,0.0006628874,0.0006950381,0.0001451563,0.00004985021,0.0001783523,0.0001492672,0.00002756272],"category_scores_gemma":[0.0006093993,0.0001949725,0.00008928437,0.0005566055,0.0004230428,0.0001870805,0.0001554263,0.0005042247,0.00001408551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711062,"about_ca_system_score_gemma":0.0004287655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000294747,"about_ca_topic_score_gemma":0.0003057487,"domain_scores_codex":[0.9965616,0.000382545,0.0005087011,0.0006162254,0.001176953,0.0007539458],"domain_scores_gemma":[0.9977897,0.0002917114,0.00007274198,0.0005692355,0.0007154961,0.0005611526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003972523,0.0000996981,0.9178349,0.002450715,0.00002031764,0.002053737,0.01219706,2.130737e-7,0.004437186,0.0001869432,0.00006150807,0.0602605],"study_design_scores_gemma":[0.02490532,0.003789851,0.6304505,0.04760011,0.00009498571,0.07689426,0.2060545,0.0003870159,0.006654187,0.002003697,0.0001448342,0.001020776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336851,0.06338803,8.836527e-7,0.0002149257,0.00005697367,0.001417223,0.00005613525,0.00002627578,0.001154488],"genre_scores_gemma":[0.9940268,0.005458214,0.00006620002,0.00001847182,0.00005780524,0.00008687963,0.00001330492,0.00003110031,0.0002412158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2873844,"threshold_uncertainty_score":0.7950748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931730183936118,"score_gpt":0.3376525298707434,"score_spread":0.3083352280313822,"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."}}