{"id":"W4379652640","doi":"10.1136/annrheumdis-2023-eular.3331","title":"AB1677 VALIDATION ANALYSIS OF THE PHYSICIAN GLOBAL ASSESSMENT (PGA) SCALE IN PATIENTS WITH SYSTEMIC LUPUS ERYTHEMATOSUS INCLUDED IN RELESSER-PROS REGISTRY","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Sorbonne Université; University of Toronto; Assistance Publique - Hôpitaux de Paris; Sociedad Española de Reumatología; Fundación Española de Reumatología; Assistance publique-Hôpitaux de Paris; Université de Lorraine","keywords":"Medicine; Scale (ratio); Systemic lupus erythematosus; Lupus erythematosus; Internal medicine; Immunology; Disease; Antibody","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009231469,0.0006475784,0.0008273823,0.001251851,0.0006226986,0.001341214,0.0008404219,0.0008238758,0.002441749],"category_scores_gemma":[0.01720144,0.0003817256,0.001103381,0.001437681,0.0004983285,0.0009996383,0.001279051,0.0009410079,0.001498003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669549,"about_ca_system_score_gemma":0.0009501514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104317,"about_ca_topic_score_gemma":0.002203876,"domain_scores_codex":[0.9929116,0.003719449,0.0009324973,0.0008631407,0.001111465,0.0004618086],"domain_scores_gemma":[0.9876767,0.003852668,0.003130445,0.00163217,0.003158837,0.0005490785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004703493,0.0001401993,0.9954467,0.00003518228,0.0001991342,0.00004514449,0.0001190907,0.000102747,0.0002604244,0.00008673244,0.0006325404,0.002461717],"study_design_scores_gemma":[0.0001336389,0.0004153567,0.9958537,0.00005726832,0.0002182019,0.0002149588,0.000245652,0.0006988409,0.0003053633,0.0001248968,0.001720278,0.00001193734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947215,0.0003152457,0.0005566028,0.0001208932,0.0001012175,0.00009915626,0.002070273,0.0000137685,0.002001331],"genre_scores_gemma":[0.9923204,0.0001620857,0.0007626031,0.0001684647,0.00007965034,0.000226862,0.005551872,0.00002408839,0.0007039638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009231469,"threshold_uncertainty_score":0.04882121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430759463336631,"score_gpt":0.3282356871872611,"score_spread":0.3039280925538948,"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."}}