{"id":"W2311795118","doi":"10.14288/1.0105195","title":"The health resource utilization and economic burden of systemic autoimmune rheumatic diseases","year":2012,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Systemic disease; Autoimmune disease; Resource (disambiguation); Immunology; Intensive care medicine; Immunopathology; Antibody; Computer science","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":[0.00139441,0.0002561231,0.0003047173,0.001840451,0.0004860554,0.001207765,0.0005070458,0.0003596578,0.001712994],"category_scores_gemma":[0.006909346,0.000160405,0.0005661363,0.004105482,0.0004740011,0.0003622586,0.001000294,0.0006352218,0.0001804781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008802352,"about_ca_system_score_gemma":0.007055258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4181013,"about_ca_topic_score_gemma":0.389843,"domain_scores_codex":[0.9975051,0.0008831283,0.0002261709,0.0001464442,0.0006361426,0.0006029728],"domain_scores_gemma":[0.9971523,0.0005049277,0.0008952316,0.00008977113,0.0007830025,0.0005747802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289004,0.00004634517,0.9694788,0.0001928573,0.0003908305,0.0001941413,0.0001893562,0.00239336,0.00009934444,0.001216522,0.004380702,0.02128884],"study_design_scores_gemma":[0.00001427592,0.00003473704,0.9922388,0.0001845642,0.000095564,0.0002397619,0.0005092202,0.002866145,0.00005024217,0.000512781,0.003242486,0.0000115019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955992,0.006786291,0.0006726165,0.006330696,0.00007489767,0.00009338712,0.01869808,0.00001860947,0.01133354],"genre_scores_gemma":[0.9932592,0.002244103,0.0003383223,0.0001813017,0.0000415049,0.00002585088,0.003677387,0.000004490239,0.000227827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181013,"threshold_uncertainty_score":0.8313354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810938558656503,"score_gpt":0.2343847381303917,"score_spread":0.2162753525438267,"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."}}