{"id":"W3156081364","doi":"10.1038/s41584-021-00611-4","title":"Evolving concepts in systemic lupus erythematosus damage assessment","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital; University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Systemic lupus; Systemic lupus erythematosus; Index (typography); Medicine; Intensive care medicine; Computer science; Pathology; World Wide Web","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":[0.007532918,0.001568343,0.005315824,0.005204092,0.0004892736,0.003937311,0.00199809,0.003051823,0.004280588],"category_scores_gemma":[0.01197047,0.0008200802,0.002021563,0.004513517,0.002208722,0.004065969,0.002205685,0.006010731,0.001812269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667685,"about_ca_system_score_gemma":0.005220044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191861,"about_ca_topic_score_gemma":0.006739692,"domain_scores_codex":[0.9972155,0.0009640749,0.0006028787,0.0003321421,0.0007628962,0.0001224333],"domain_scores_gemma":[0.9901838,0.006888733,0.0008611438,0.0001675769,0.001652292,0.0002465222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001936374,0.00006290348,0.0003035376,0.06296674,0.0004113217,0.0001217252,0.0001032912,0.0004081296,0.0003374345,0.006079246,0.02899163,0.9000204],"study_design_scores_gemma":[0.0002452231,0.0002416147,0.001813467,0.07388089,0.001455994,0.001077759,0.0002089514,0.0003450124,0.0002540639,0.007663447,0.9127272,0.00008646818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001672517,0.9990435,0.00008314982,0.0004105665,0.0002663425,0.000003636323,0.000007828067,0.00000271759,0.0001654496],"genre_scores_gemma":[0.0003977731,0.9976546,0.0002909841,0.0009278911,0.0005617335,0.0000100564,0.00001660645,0.000001993453,0.0001382523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007532918,"threshold_uncertainty_score":0.03983837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0460011834632067,"score_gpt":0.4272711515154975,"score_spread":0.3812699680522909,"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."}}