{"id":"W2937859948","doi":"10.1136/lupus-2019-lsm.128","title":"128 The lupus severity index is a predictor of damage and death in lupus patients","year":2019,"lang":"en","type":"article","venue":"Abstracts","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McMaster University; Western University; University of Calgary; University of Ottawa; Université Laval","funders":"","keywords":"Medicine; Systemic lupus erythematosus; Internal medicine; Rheumatology; Logistic regression; Continuous variable; Population; Lupus erythematosus; Disease; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004339654,0.0001330652,0.0003177308,0.0001146946,0.00002393243,0.00001542235,0.0001499845,0.0001263246,0.0001284968],"category_scores_gemma":[0.0002078426,0.0000875568,0.00004539151,0.0001671738,0.00006164183,0.0001083848,0.0001102839,0.0002950152,0.00007204206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007996833,"about_ca_system_score_gemma":0.0001140739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003836577,"about_ca_topic_score_gemma":0.00006494654,"domain_scores_codex":[0.9984537,0.00005435233,0.0003771305,0.0002506668,0.0005713017,0.0002928171],"domain_scores_gemma":[0.9989241,0.0002086554,0.0001281998,0.0004908885,0.0001251875,0.0001229305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001535971,0.0001505406,0.9948972,0.0004996089,0.00003218907,0.00001849219,0.002173767,0.000002059725,0.0003181519,0.00001220701,0.001470085,0.0002721355],"study_design_scores_gemma":[0.00303934,0.0001575439,0.9935228,0.000465159,0.00001507062,0.0004397535,0.0004080475,0.0002020179,0.0005285606,0.00008115359,0.001061715,0.000078879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929319,0.0001664468,6.081297e-7,0.0002785471,0.0003473882,0.000988876,0.00002157644,0.00001603171,0.005248641],"genre_scores_gemma":[0.9969959,0.00005416139,0.00002261548,0.0001831131,0.00003634356,0.00001512088,0.00000949574,0.00001989347,0.002663334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004064038,"threshold_uncertainty_score":0.3570463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540679570540081,"score_gpt":0.2720564971017987,"score_spread":0.2566497013963979,"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."}}