{"id":"W1996722581","doi":"10.1177/0961203310388445","title":"International consensus for a definition of disease flare in lupus","year":2010,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Family medicine; Flare; Delphi method; Disease; Internal medicine; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529005,0.00008755348,0.0002055612,0.0002030815,0.00001837302,0.000009011146,0.0001049007,0.00007757344,0.0001818251],"category_scores_gemma":[0.0009721321,0.00007636742,0.00008947524,0.0001163158,0.00007918006,0.00002760185,0.00003662692,0.0001687066,0.00002913871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006012522,"about_ca_system_score_gemma":0.0001621093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002833082,"about_ca_topic_score_gemma":0.0001301028,"domain_scores_codex":[0.9989982,0.00002260996,0.0002842331,0.0001883826,0.0003153978,0.0001911286],"domain_scores_gemma":[0.9990638,0.0002339541,0.00006996634,0.0002641948,0.000227397,0.0001406539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001784625,0.0002564554,0.9379784,0.0007519783,0.00005032897,0.00009401445,0.0005405897,0.000001021492,0.03609544,0.006767724,0.01483923,0.0008401226],"study_design_scores_gemma":[0.1449225,0.002935522,0.1086988,0.01115783,0.0008747148,0.0810759,0.01019909,0.02301222,0.04117415,0.08382702,0.4892181,0.002904118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854031,0.00009257314,0.00006234695,0.001659669,0.004263343,0.0007172387,0.0000721574,0.0000268748,0.007702739],"genre_scores_gemma":[0.9925661,0.00001808101,0.002900742,0.00005946367,0.0001815878,0.0001174315,0.00009097797,0.0000201871,0.004045427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8292796,"threshold_uncertainty_score":0.3114173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03467478715755044,"score_gpt":0.3217177795963977,"score_spread":0.2870429924388472,"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."}}