{"id":"W2039883294","doi":"10.1002/art.10072","title":"Risk factors for damage in childhood‐onset systemic lupus erythematosus: Cumulative disease activity and medication use predict disease damage","year":2002,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":318,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Disease; Systemic disease; Cumulative dose; Systemic lupus erythematosus; Lupus erythematosus; Immunology; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.000781393,0.000491473,0.0009090598,0.000497338,0.0003123477,0.000140533,0.0002262026,0.0001819326,0.0002209419],"category_scores_gemma":[0.004179541,0.0004466549,0.0001993194,0.0003874707,0.0003454855,0.0009072261,0.0001543003,0.0004743893,0.00004603544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688915,"about_ca_system_score_gemma":0.0001714971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005794297,"about_ca_topic_score_gemma":0.0002611114,"domain_scores_codex":[0.9959949,0.0005280892,0.0008556732,0.0009070698,0.0009493786,0.0007649259],"domain_scores_gemma":[0.9953994,0.001785108,0.0004112362,0.0010485,0.0001640605,0.00119166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003478261,0.0006041229,0.982063,0.001194829,0.0001342874,0.0001702471,0.007292471,0.00002297009,0.00005784518,0.0001650171,0.002899675,0.005047734],"study_design_scores_gemma":[0.01027602,0.0002552459,0.9396996,0.01185361,0.0001526344,0.00159477,0.00131111,0.03353941,0.0000256405,0.0006700364,0.000116568,0.0005053135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862065,0.006442955,0.0006016653,0.0004560488,0.0003024895,0.004123736,0.001595991,0.0002043131,0.00006627005],"genre_scores_gemma":[0.9853426,0.01263189,0.0002393387,0.00004116994,0.0000633478,0.0006703561,0.0002705603,0.0001098205,0.0006309723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04236333,"threshold_uncertainty_score":0.9997985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205000982018089,"score_gpt":0.2699516450084205,"score_spread":0.2479016351882396,"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."}}