{"id":"W4379649534","doi":"10.1136/annrheumdis-2023-eular.1828","title":"POS1474 TEMPORAL TRENDS IN JOINT SURGERY FOR LUPUS PATIENTS – A POPULATION BASED LONGITUDINAL STUDY","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":"University of Manitoba; Children's Hospital Research Institute of Manitoba; University of Toronto","funders":"Norske Kvinners Sanitetsforening; Ministry of Education, India","keywords":"Medicine; Systemic lupus erythematosus; Population; Joint (building); Internal medicine; Disease; Environmental health","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":[0.0007750257,0.0003441495,0.0004137419,0.001099583,0.0005915118,0.001141575,0.0006051224,0.001076447,0.002662989],"category_scores_gemma":[0.002092151,0.0006007765,0.001152245,0.002531924,0.0002640291,0.001080212,0.0006560136,0.001672365,0.0006957763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003973402,"about_ca_system_score_gemma":0.0005411616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245266,"about_ca_topic_score_gemma":0.01304454,"domain_scores_codex":[0.999331,0.0001169491,0.00008222842,0.0001911467,0.00009740108,0.0001813405],"domain_scores_gemma":[0.997918,0.000208294,0.000960345,0.0002624333,0.000308418,0.0003424498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003922402,0.00008634006,0.9978279,0.000009673598,0.000226928,0.00009359574,0.00005204045,0.00003523678,0.0002433377,0.00002458883,0.0002659639,0.0007421894],"study_design_scores_gemma":[0.00001248431,0.00009351848,0.9991487,0.000004330304,0.00008688994,0.0001316996,0.0001086374,0.0001156462,0.0000310244,0.00002037772,0.0002413147,0.000005346494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954697,0.0003780652,0.0001036851,0.0001252007,0.00002934005,0.00000737752,0.003122717,0.000009308056,0.0007546256],"genre_scores_gemma":[0.9955832,0.0002226185,0.00009550727,0.0001084886,0.00003814682,0.00001989044,0.003031183,0.00001097256,0.0008900588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01245266,"threshold_uncertainty_score":0.02476037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471839033115236,"score_gpt":0.3857501931749477,"score_spread":0.2385662898634242,"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."}}