{"id":"W4379799594","doi":"10.1136/annrheumdis-2023-eular.2741","title":"AB0578 LATIN-AMERICAN SYSTEMIC LUPUS ERYTHEMATOSUS CLUSTERS","year":2023,"lang":"en","type":"article","venue":"","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada)","funders":"Universidade Federal de Pernambuco; Universidad de Chile; Universidad Autónoma de San Luis Potosí; Universidade do Estado do Rio de Janeiro; Universidade Federal do Rio Grande do Sul; Universidad Autónoma de Nuevo León; Universidad Simón Bolívar; Universidad Nacional de Asunción; Fundación Valle del Lili; Universidad de Especialidades Espíritu Santo; Universidad Nacional de Colombia; Universidad Nacional de Córdoba; Universidad de la República Uruguay; Universidad de Guadalajara; Universidad Científica del Sur; Universidad de Buenos Aires","keywords":"Medicine; Latin Americans; Dermatology; Lupus erythematosus; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004369075,0.0003200763,0.0002891397,0.00116821,0.001152532,0.0006714333,0.0003975614,0.0002319788,0.01654925],"category_scores_gemma":[0.001429453,0.0001818681,0.0002685082,0.003141286,0.0002041062,0.000295435,0.0008745398,0.0003244334,0.001789737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008409915,"about_ca_system_score_gemma":0.001098898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02782731,"about_ca_topic_score_gemma":0.01877926,"domain_scores_codex":[0.9995738,0.0001230837,0.00004642782,0.00009926682,0.0000552784,0.0001020671],"domain_scores_gemma":[0.9992251,0.00007307794,0.0003259335,0.0000675396,0.0001772491,0.000131054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005920709,0.0000722297,0.9653631,0.0001648694,0.00008533838,0.0004466991,0.0007173524,0.0001004533,0.0008298395,0.0006893182,0.01126844,0.01967037],"study_design_scores_gemma":[0.00007263353,0.00008253015,0.9777362,0.0001448239,0.00004702193,0.001293609,0.001521596,0.0002587706,0.0001151246,0.000628207,0.01808932,0.00001013013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605516,0.001298564,0.0006766213,0.0008584733,0.00005815664,0.0002142784,0.01884843,0.00008947673,0.01740427],"genre_scores_gemma":[0.9825616,0.0008238922,0.000901566,0.0004585659,0.00006769197,0.0003743925,0.01000912,0.00003653067,0.004766624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02782731,"threshold_uncertainty_score":0.05536276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101376277206373,"score_gpt":0.312106478962641,"score_spread":0.2810927161905773,"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."}}