{"id":"W2171329794","doi":"10.1093/rheumatology/keu274","title":"Measuring flares in systemic lupus erythematosus","year":2014,"lang":"en","type":"letter","venue":"Lara D. Veeken","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Care; Western University","funders":"","keywords":"Medicine; Dermatology; Systemic disease; Lupus erythematosus; Internal medicine; Immunology; Immunopathology; 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":[0.003403926,0.000430764,0.001092181,0.001470148,0.001253336,0.00193792,0.0007549961,0.007555868,0.001643297],"category_scores_gemma":[0.02487581,0.0003549165,0.0004132822,0.0009646887,0.0008254883,0.001490455,0.0007024716,0.005992775,0.001474084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231915,"about_ca_system_score_gemma":0.001151949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006870621,"about_ca_topic_score_gemma":0.00599882,"domain_scores_codex":[0.9959846,0.002094164,0.0006714568,0.0002302784,0.0007270642,0.0002924531],"domain_scores_gemma":[0.9919247,0.004470526,0.0006690943,0.0001964601,0.002100975,0.0006382826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006357801,0.000354339,0.1205152,0.0004278455,0.0001490875,0.01028081,0.0006936415,0.0003061584,0.001443896,0.002381804,0.7068248,0.1559865],"study_design_scores_gemma":[0.001909723,0.002741562,0.26836,0.006771494,0.0009088893,0.08109514,0.007524075,0.006765681,0.005944132,0.0381051,0.57943,0.0004440786],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02349605,0.01839106,0.0005560796,0.9287798,0.01231796,0.00006477227,0.0002307256,0.000105276,0.01605838],"genre_scores_gemma":[0.3166932,0.01757765,0.003248116,0.5988872,0.05188762,0.0001868618,0.0002522609,0.00006125095,0.01120602],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007555868,"threshold_uncertainty_score":0.01800191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614433468166936,"score_gpt":0.2825489158595405,"score_spread":0.2364045811778711,"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."}}