{"id":"W2322330499","doi":"10.1136/annrheumdis-2012-eular.2882","title":"FRI0425 Longitudinal analysis of direct medical costs for systemic lupus erythematosus in british columbia, canada: A population-based study","year":2012,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Arthritis Research Centre of Canada; University of British Columbia","funders":"","keywords":"Medicine; Population; Diagnosis code; Psoriatic arthritis; Cohort; Rheumatology; Rheumatoid arthritis; Connective tissue disease; Systemic lupus erythematosus; Spondyloarthropathy; Lupus erythematosus; Health care; Medical prescription; Medical record; Internal medicine; Disease; Immunology; Autoimmune disease; Environmental health","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":[0.001842056,0.001001363,0.001246963,0.002437944,0.004432048,0.002491995,0.003480311,0.001705778,0.003889367],"category_scores_gemma":[0.005336709,0.001173822,0.001751885,0.008865391,0.0008972188,0.0008798108,0.001332478,0.001954255,0.0008437113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03718806,"about_ca_system_score_gemma":0.03968525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973881,"about_ca_topic_score_gemma":0.9975142,"domain_scores_codex":[0.997649,0.0002989373,0.00025995,0.0004649615,0.0005972974,0.0007298617],"domain_scores_gemma":[0.9915015,0.0004044887,0.0009837651,0.0007965675,0.004839764,0.001473975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003865817,0.00007702519,0.9921899,0.00004468735,0.000486794,0.0001640876,0.00042064,0.0002369228,0.0002131394,0.0001736425,0.003197824,0.002408764],"study_design_scores_gemma":[0.00002958299,0.00002210336,0.9978843,0.00004272281,0.0001514673,0.00003969267,0.0005050077,0.0003238267,0.00003283588,0.00002496602,0.0009238959,0.00001949815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679206,0.002356451,0.0002937988,0.0008054266,0.00007475651,0.00009837463,0.02532963,0.00004879958,0.003072131],"genre_scores_gemma":[0.9864669,0.0009802645,0.0003610762,0.0003258044,0.0000205879,0.00008362228,0.007552706,0.00002561726,0.004183474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03718806,"threshold_uncertainty_score":0.2698195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03600834587465982,"score_gpt":0.3248631029639718,"score_spread":0.288854757089312,"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."}}