{"id":"W2947471477","doi":"10.1136/annrheumdis-2019-eular.4239","title":"FRI0256 ASSESSING THE PREVALENCE AND USE OF VALIDATED SYSTEMIC LUPUS ERYTHEMATOSUS DISEASE ACTIVITY METRICS IN REAL WORLD PRACTICE","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"EMD Serono; National Institutes of Health; Glenmark Pharmaceuticals; Brigham and Women's Hospital; Johns Hopkins University; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company","keywords":"Disease; Medicine; Systemic lupus erythematosus; Computer science; Intensive care medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00983447,0.0004961546,0.0008757689,0.003839891,0.0006142005,0.001761791,0.001400218,0.001042825,0.004193834],"category_scores_gemma":[0.04291495,0.0003559761,0.001348346,0.00343143,0.0003358869,0.001280128,0.001303539,0.0007402495,0.001556887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917579,"about_ca_system_score_gemma":0.002093021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01663919,"about_ca_topic_score_gemma":0.02502707,"domain_scores_codex":[0.9911196,0.003218642,0.00181354,0.0009882251,0.002354771,0.0005053236],"domain_scores_gemma":[0.9711646,0.009948589,0.01055878,0.001578708,0.005056971,0.00169249],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005595284,0.0001897303,0.9691177,0.0002474584,0.0006614936,0.00003179243,0.0002972621,0.0002352999,0.0001834189,0.000208906,0.00625868,0.02200867],"study_design_scores_gemma":[0.00008591765,0.0003407066,0.993525,0.00007872211,0.0001347611,0.0001005504,0.0001672837,0.0005615862,0.0001290252,0.00007708552,0.004779334,0.00002000849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168609,0.003711964,0.003103,0.001566746,0.000162281,0.0005741479,0.05271213,0.0002942641,0.02101441],"genre_scores_gemma":[0.9683897,0.0007088502,0.005946571,0.0003529869,0.0001062787,0.0009328213,0.02059673,0.00003883083,0.002927245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9901655,"threshold_uncertainty_score":0.05201024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08372029135838253,"score_gpt":0.3820478711866134,"score_spread":0.2983275798282309,"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."}}