{"id":"W4410513026","doi":"10.3899/jrheum.2025-0390.pv078","title":"ACUTE CARE UTILIZATION IN PATIENTS WITH ANTIPHOSPHOLIPID SYNDROME AND/OR SYSTEMIC LUPUS ERYTHEMATOSUS","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Antiphospholipid syndrome; Systemic disease; Systemic lupus; Connective tissue disease; Systemic lupus erythematosus; Lupus erythematosus; Intensive care medicine; Dermatology; Immunopathology; Immunology; Autoimmune disease; Internal medicine; Disease; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002975937,0.0001507189,0.0002099163,0.001109762,0.0004491821,0.0005920962,0.0004199372,0.0002864889,0.001470009],"category_scores_gemma":[0.0008943186,0.0001279989,0.0002550256,0.00249407,0.000280601,0.0002065806,0.0003712828,0.0004550148,0.0001179039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249789,"about_ca_system_score_gemma":0.002338167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3552487,"about_ca_topic_score_gemma":0.4151891,"domain_scores_codex":[0.9995322,0.00008269802,0.00003342137,0.00006962264,0.0001418815,0.0001402385],"domain_scores_gemma":[0.9989913,0.0001122864,0.0004736703,0.00002405714,0.00009680163,0.0003018574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002340065,0.00002334428,0.9982419,0.00001246828,0.00001948077,0.00003721696,0.0000481194,0.00003079926,0.00003395378,0.00002452795,0.0003387144,0.00116613],"study_design_scores_gemma":[0.000003509822,0.00001860689,0.9995185,0.00001190444,0.000008052526,0.00006659567,0.0001308145,0.00007013469,0.000009480904,0.00001056084,0.0001504266,0.000001396052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961995,0.0007536169,0.0000296231,0.0001956854,0.000009190946,0.00001081188,0.001739187,0.000005119919,0.00105734],"genre_scores_gemma":[0.998159,0.000510903,0.00004353212,0.00009247461,0.00001944227,0.000008202018,0.0009988616,0.000001096092,0.0001665607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3552487,"threshold_uncertainty_score":0.7063618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309737439945819,"score_gpt":0.2812357538121038,"score_spread":0.2681383794126456,"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."}}