{"id":"W2046680359","doi":"10.3899/jrheum.110901","title":"Socioeconomic Burden of Immune-Mediated Inflammatory Diseases -- Focusing on Work Productivity and Disability","year":2011,"lang":"en","type":"review","venue":"Journal of Rheumatology Supplement","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada); Amgen (Canada); Innovaderm (Canada); Western University; Pfizer (Canada); University of Alberta","funders":"LEO Pharma; Galderma; Amgen Canada; Pfizer; Amgen; Astellas Pharma; Abbott Canada; Abbott Laboratories","keywords":"Medicine; Ankylosing spondylitis; Indirect costs; Productivity; Rheumatoid arthritis; Health care; Socioeconomic status; Presenteeism; Quality of life (healthcare); Work productivity; Absenteeism; Disease; Economic cost; Environmental health; Gerontology; Immunology; Internal medicine; Population; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004278072,0.0003969089,0.003308863,0.0001702707,0.00008765191,0.000007443279,0.0001261957,0.0001873046,0.0002882199],"category_scores_gemma":[0.0002079575,0.0002809889,0.0006588987,0.00007160512,0.0004648,0.00006635356,0.0001377478,0.0004002739,0.00001163104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003128898,"about_ca_system_score_gemma":0.0003072922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005714871,"about_ca_topic_score_gemma":0.0000152055,"domain_scores_codex":[0.9972406,0.0002179518,0.001756551,0.0003091796,0.0001800157,0.0002956851],"domain_scores_gemma":[0.9970111,0.0003804902,0.001963333,0.0003663565,0.0001175225,0.0001611538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008892866,0.001386439,0.3992741,0.01854457,0.006056311,0.000158236,0.0007120873,3.459243e-7,7.519407e-7,0.0001987646,0.001251154,0.571528],"study_design_scores_gemma":[0.007268819,0.002482794,0.0350967,0.03516252,0.006660234,0.002573546,0.0004683952,2.774778e-7,0.000009274731,0.0001882981,0.9095057,0.0005834925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.166664,0.8317373,7.601024e-7,0.0003275044,0.0004351166,0.0007121915,0.0001016671,0.000007338662,0.00001405178],"genre_scores_gemma":[0.04861498,0.9510355,0.0001250698,0.00000422223,0.00007386762,0.00003614444,0.00006148173,0.0000347844,0.00001392286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9082545,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503484262665897,"score_gpt":0.3029753378476089,"score_spread":0.2779404952209499,"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."}}