{"id":"W2068135074","doi":"10.3899/jrheum.101083","title":"Healthcare Costs of Inflammatory Myopathies","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Canadian Arthritis Network; McGill University Health Centre","keywords":"Medicine; Polymyositis; Health care; Dermatomyositis; Population; Myositis; Socioeconomic status; Epidemiology; Disease; Indirect costs; Physical therapy; Emergency medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008729903,0.0001294851,0.0006105361,0.0001849101,0.00007531304,0.000002531067,0.000218667,0.0001253019,0.0001144153],"category_scores_gemma":[0.000142529,0.00007971648,0.0001520291,0.0001145544,0.0003110288,0.00009364271,0.00005344406,0.0003842369,0.00002235606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004235269,"about_ca_system_score_gemma":0.0002466193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000162963,"about_ca_topic_score_gemma":0.0000393044,"domain_scores_codex":[0.9982851,0.0002590806,0.0009167009,0.00006289146,0.0002497919,0.0002264485],"domain_scores_gemma":[0.9980829,0.0001625964,0.0008563479,0.0002960892,0.0004757384,0.0001263699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003367537,0.0001376145,0.9461113,0.0007278266,0.0002992777,0.0003476404,0.01310277,0.000002387354,0.001283481,0.02655265,0.004335413,0.003732117],"study_design_scores_gemma":[0.01047363,0.007667847,0.4869567,0.004951633,0.001005587,0.4102855,0.02017944,0.000143403,0.03950857,0.008904401,0.009166625,0.0007566537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948877,0.002122941,0.0001595266,0.00109286,0.0004485404,0.0001403445,0.000002385688,0.00001474601,0.001130929],"genre_scores_gemma":[0.9978697,0.001303589,0.0004394806,0.0003268862,0.00001750815,0.000001522273,5.655297e-7,0.00001733861,0.00002346895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4591546,"threshold_uncertainty_score":0.3250744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936074456149987,"score_gpt":0.2524116442232195,"score_spread":0.2330508996617197,"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."}}