{"id":"W2421964950","doi":"10.1016/j.det.2012.08.013","title":"Preface","year":2012,"lang":"en","type":"article","venue":"Dermatologic Clinics","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SKiN Health; University of British Columbia","funders":"","keywords":"Epigenetics; Pathogenesis; Histone; Medicine; Gene; Epigenesis; DNA methylation; Immunology; Gene expression; Immune system; Lupus erythematosus; Genetics; Biology; Antibody","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005961388,0.0001202085,0.0003618997,0.00006958016,0.00005462531,0.00001018452,0.0001247159,0.0001854513,0.0002626306],"category_scores_gemma":[0.0007992509,0.00008732871,0.0001152783,0.0001706673,0.00007998938,0.00008211604,0.00009029276,0.0002698431,0.002056377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004812935,"about_ca_system_score_gemma":0.00007433842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001922986,"about_ca_topic_score_gemma":3.570321e-7,"domain_scores_codex":[0.9985185,0.00009187077,0.0003917143,0.0001654481,0.0003234895,0.0005089744],"domain_scores_gemma":[0.9986978,0.000355591,0.00008668289,0.0004820496,0.00008476183,0.0002931192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003529834,0.0001754672,0.9726137,0.0002135903,0.00003561733,0.00004057568,0.0003614503,1.895259e-7,0.0000623726,0.0008514168,0.02456333,0.00104701],"study_design_scores_gemma":[0.005492893,0.0002719285,0.09723733,0.000470756,0.0001992118,0.1254479,0.00279902,0.0009422447,0.002441732,0.0007897034,0.7632909,0.0006163363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613804,0.002843389,0.000201543,0.001602207,0.0005354373,0.0004352612,0.000002636512,0.0001887418,0.03281042],"genre_scores_gemma":[0.993718,0.0002263868,0.001730085,0.00151053,0.0002077785,0.00003064605,0.0000115319,0.00002026138,0.002544822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8753763,"threshold_uncertainty_score":0.9987206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07691852105851293,"score_gpt":0.3885222309983533,"score_spread":0.3116037099398404,"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."}}