{"id":"W1520485449","doi":"10.1186/ar3954","title":"Rising prevalence of systemic autoimmune rheumatic disease: increased awareness, increased disease or increased survival?","year":2012,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institutes of Health; Canadian Arthritis Network; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Lupus Research Alliance; Arthritis Foundation","keywords":"Rheumatology; Medicine; Disease; Internal medicine; Rheumatic disease; Autoimmune disease; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01018901,0.0006861671,0.001625886,0.0011354,0.0006750564,0.0001602009,0.001098046,0.0002557553,0.002269989],"category_scores_gemma":[0.007024259,0.0005442836,0.0004594563,0.002042199,0.001136883,0.0007811626,0.0004182381,0.001007391,0.0003660833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928932,"about_ca_system_score_gemma":0.004350955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004859127,"about_ca_topic_score_gemma":0.00005482654,"domain_scores_codex":[0.9850242,0.004905378,0.001688607,0.001025432,0.004897639,0.002458813],"domain_scores_gemma":[0.9884366,0.003536,0.0004166489,0.002893541,0.001688352,0.00302883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01124726,0.002113819,0.9293848,0.01031595,0.0004488218,0.0004956143,0.001460559,0.000003088243,0.03175033,0.0003556341,0.001186213,0.01123796],"study_design_scores_gemma":[0.02957272,0.001435085,0.895098,0.0562115,0.0002177986,0.002683298,0.00317363,0.0021621,0.0046455,0.0005048549,0.002781382,0.00151408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883772,0.1102878,0.0001050283,0.0003573076,0.0002800472,0.004266991,0.0003022294,0.0002778854,0.0003506776],"genre_scores_gemma":[0.9440901,0.05276361,0.0002126557,0.00007906841,0.0004125569,0.001041178,0.0001843125,0.0002213681,0.0009951959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06031802,"threshold_uncertainty_score":0.9997008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07034445159631528,"score_gpt":0.3689766253916493,"score_spread":0.298632173795334,"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."}}