{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004200254,0.001589417,0.01844535,0.001389163,0.0001200152,0.0001035586,0.001110276,0.004324036,0.0008020414],"category_scores_gemma":[0.003156642,0.001155231,0.002267292,0.002392874,0.0002491139,0.0001471864,0.000639898,0.00737904,0.0007968114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002312309,"about_ca_system_score_gemma":0.003746131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002381081,"about_ca_topic_score_gemma":0.00003507869,"domain_scores_codex":[0.9857445,0.004552153,0.004915556,0.002059254,0.001167159,0.001561332],"domain_scores_gemma":[0.9918974,0.002075297,0.002073007,0.002935869,0.0005066934,0.0005117507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001136161,0.0002715049,0.01069268,0.6498643,0.0006991146,0.003349938,0.0002464523,1.007537e-7,0.000001592446,0.002404549,0.02989281,0.3025656],"study_design_scores_gemma":[0.0007549822,0.00003355801,0.000001271981,0.2600611,0.0004488686,0.2789935,0.0001120141,0.00001362419,1.148658e-7,0.000005643886,0.4591921,0.0003832311],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009300496,0.9852507,0.00005495625,0.0000909415,0.002942115,0.008453441,0.00003878745,0.0001512697,0.002924806],"genre_scores_gemma":[0.0001284047,0.9939138,0.0009079443,0.00008836068,0.0001561845,0.002044977,0.0006681932,0.0002978893,0.001794238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4292993,"threshold_uncertainty_score":0.9999812,"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."}}