{"id":"W2528462240","doi":"10.1002/acr.23109","title":"Defining Low Disease Activity in Systemic Lupus Erythematosus","year":2016,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"University Health Network","keywords":"Medicine; Internal medicine; Rheumatology; Leukopenia; Pericarditis; Rash; Gastroenterology; Disease; Serology; Systemic lupus erythematosus; Immunology; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002264468,0.0003135864,0.0007273735,0.001049798,0.0002431745,0.00009619394,0.000433642,0.0002201028,0.0002834741],"category_scores_gemma":[0.001827057,0.000230582,0.0002123066,0.001138017,0.0004720801,0.0003097138,0.0004371871,0.0007854528,0.001788768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001342591,"about_ca_system_score_gemma":0.001293711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002414687,"about_ca_topic_score_gemma":0.0004179261,"domain_scores_codex":[0.9933056,0.0009464879,0.0005746472,0.0009901272,0.002480739,0.001702365],"domain_scores_gemma":[0.9953141,0.001342668,0.00007611341,0.001383014,0.0009339484,0.0009501365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001454199,0.0002408249,0.8448384,0.003089915,0.00005124239,0.005163412,0.003433659,0.000001208323,0.01762619,0.001807995,0.002079078,0.1202139],"study_design_scores_gemma":[0.1481608,0.005466539,0.13766,0.3224365,0.0001556182,0.2064282,0.09490525,0.0006328686,0.0566854,0.004393403,0.01784113,0.005234387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641396,0.02726975,0.0000516749,0.001121316,0.0003242197,0.001777965,0.00007031568,0.0001575596,0.005087591],"genre_scores_gemma":[0.9936205,0.002913981,0.00005811089,0.00003036638,0.0002119563,0.000645482,0.00001324063,0.0001090104,0.002397372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7071784,"threshold_uncertainty_score":0.9989884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810211916210724,"score_gpt":0.3381607119976732,"score_spread":0.310058592835566,"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."}}