{"id":"W4367678012","doi":"10.21203/rs.3.rs-2827800/v1","title":"Resilience and Its Associations in Children with Systemic Lupus Erythematosus and Juvenile Idiopathic Arthritis","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Juvenile; Arthritis; Resilience (materials science); Medicine; Systemic lupus; Immunology; Internal medicine; Biology; Disease; Genetics; Physics","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":[0.0007632498,0.0002571952,0.0002785914,0.0008332811,0.0004171955,0.0004801917,0.0002321957,0.0002995669,0.002083401],"category_scores_gemma":[0.003012296,0.0001573552,0.0003672101,0.0007878522,0.0004151675,0.0003693769,0.0006480507,0.0006864851,0.0001393825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004622322,"about_ca_system_score_gemma":0.0005046189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005209321,"about_ca_topic_score_gemma":0.006265943,"domain_scores_codex":[0.9994524,0.0001912892,0.0000575238,0.00008115173,0.00009705748,0.0001204636],"domain_scores_gemma":[0.9976099,0.0004701639,0.001275993,0.00006643029,0.00015715,0.0004204718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002876268,0.00001808403,0.998937,0.00001101244,0.00001988893,0.00006017501,0.00008812737,0.00001399644,0.00004603252,0.00001460706,0.0000334757,0.0007288621],"study_design_scores_gemma":[0.000001501812,0.00004232425,0.9993461,0.00001137876,0.00001036252,0.0002004377,0.0002189548,0.00003960884,0.00001753949,0.00001469162,0.00009552536,0.000001524287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987733,0.0005584573,0.00003531894,0.0001321936,0.000005845251,0.000004464368,0.000133144,0.000001490478,0.0003557488],"genre_scores_gemma":[0.9995839,0.0001756654,0.00006238733,0.00001756345,0.000007622042,0.000005719986,0.0000886307,5.110098e-7,0.00005800671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005209321,"threshold_uncertainty_score":0.01035804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600170173705296,"score_gpt":0.3415540311643969,"score_spread":0.3055523294273439,"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."}}