{"id":"W2889287000","doi":"10.3899/jrheum.171459","title":"Canadian Rheumatology Association Recommendations for the Assessment and Monitoring of Systemic Lupus Erythematosus","year":2018,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"Canadian Institutes of Health Research; Arthritis Society; Lupus Canada; Canadian Rheumatology Association","keywords":"Medicine; Observational study; Rheumatology; Internal medicine; MEDLINE; Randomized controlled trial; Physical therapy; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.02654995,0.001836218,0.002415135,0.009556871,0.002910996,0.004378329,0.006853307,0.005697508,0.01433173],"category_scores_gemma":[0.09979033,0.001103167,0.005361269,0.007686313,0.001775392,0.002084574,0.002850698,0.008405577,0.005218581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02996714,"about_ca_system_score_gemma":0.161326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5681587,"about_ca_topic_score_gemma":0.5994717,"domain_scores_codex":[0.953925,0.01086611,0.008510802,0.001226737,0.02284636,0.00262502],"domain_scores_gemma":[0.8410422,0.0156137,0.01104776,0.001845794,0.1240961,0.006354437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001348416,0.0001039224,0.004167781,0.01370423,0.0003820837,0.0001841811,0.0004932702,0.0006210994,0.0002539601,0.003943949,0.7971201,0.1788906],"study_design_scores_gemma":[0.0005856141,0.00009533516,0.01814938,0.05464649,0.001212746,0.0004915534,0.0005068522,0.0006107947,0.0002444591,0.003636994,0.9196369,0.0001829453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004410155,0.3280261,0.02456157,0.3974532,0.02684859,0.0141775,0.03791864,0.001416442,0.1651879],"genre_scores_gemma":[0.06313549,0.3704867,0.3321527,0.09972668,0.006626847,0.01673219,0.05592097,0.000630601,0.05458793],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5681587,"threshold_uncertainty_score":0.8687689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277552230647236,"score_gpt":0.3427972061689717,"score_spread":0.3100216838624993,"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."}}