{"id":"W2604323556","doi":"10.1002/acr.23252","title":"Study of Flare Assessment in Systemic Lupus Erythematosus Based on Paper Patients","year":2017,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Nova Scotia Hospital; University Health Network; University of Toronto; University of Manitoba; Toronto Western Hospital; Université Laval; Krembil Foundation; University of Calgary; McGill University","funders":"European League Against Rheumatism; National Institute for Health and Care Research","keywords":"Flare; Medicine; Systemic lupus erythematosus; Lupus erythematosus; Disease; Severity of illness; Internal medicine; Physical therapy; Immunology; Antibody","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":[0.005772973,0.0002914934,0.0003751039,0.001519719,0.0004586641,0.0007920974,0.0006596523,0.0005802106,0.001648706],"category_scores_gemma":[0.03926235,0.0002134025,0.0002711652,0.001298507,0.0004776792,0.0007549825,0.0009159807,0.0003922414,0.0004463558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868112,"about_ca_system_score_gemma":0.0002857941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534249,"about_ca_topic_score_gemma":0.001503961,"domain_scores_codex":[0.9925153,0.003834732,0.0007057568,0.0007382766,0.001966124,0.0002398921],"domain_scores_gemma":[0.9705278,0.0139144,0.01051822,0.001740708,0.002554695,0.0007440989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002275271,0.00008477042,0.9940343,0.0000265567,0.00005021054,0.00009527877,0.0006159571,0.00007051326,0.0001618427,0.00002240884,0.000107721,0.004502879],"study_design_scores_gemma":[0.0000420611,0.0006392986,0.9956886,0.00002077332,0.00002330874,0.0009822126,0.0007174086,0.0008900317,0.0003160506,0.00004568704,0.0006235829,0.00001096683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987155,0.00009910906,0.0004386581,0.0000243755,0.000004577921,0.00006255299,0.0001369994,0.000005405933,0.0005128838],"genre_scores_gemma":[0.9990012,0.00003962977,0.0005009178,0.00003648064,0.00001092659,0.00004241881,0.0002245513,0.000002767943,0.0001410163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005772973,"threshold_uncertainty_score":0.03053081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04902923045068849,"score_gpt":0.3923903214296514,"score_spread":0.3433610909789629,"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."}}