{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006796673,0.000180823,0.0003020862,0.0007169727,0.0003380103,0.0005444413,0.0002200249,0.0002994065,0.003727158],"category_scores_gemma":[0.002654298,0.0001280215,0.000376139,0.0008388474,0.0002127411,0.0003939114,0.000362917,0.0006093964,0.0005558652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002652918,"about_ca_system_score_gemma":0.0002871983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269376,"about_ca_topic_score_gemma":0.002052424,"domain_scores_codex":[0.9995465,0.0001484026,0.0000773046,0.00006613621,0.00009681276,0.00006489784],"domain_scores_gemma":[0.9979482,0.0003179582,0.0009998247,0.00008649387,0.00020122,0.0004463638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000730137,0.00001062008,0.9992095,0.000002922654,0.00001095442,0.00001774612,0.000007616804,0.00001464509,0.00003385787,0.000003664949,0.00009879242,0.0005166819],"study_design_scores_gemma":[0.00001061695,0.00007314041,0.9992478,0.000004404747,0.00001381055,0.0002140592,0.00003667696,0.0002113153,0.00004193129,0.00002278526,0.0001208762,0.000002515352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985038,0.0001967216,0.00006954889,0.00009124546,0.000009109143,0.000007606628,0.0004345972,0.000006016919,0.0006813256],"genre_scores_gemma":[0.999447,0.00003533798,0.00004805387,0.00002251329,0.0000196783,0.000005584017,0.000292086,0.000001019514,0.0001286436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003727158,"threshold_uncertainty_score":0.01246864,"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."}}