{"id":"W2797042179","doi":"10.1002/acr.23573","title":"Excess Productivity Costs of Systemic Lupus Erythematosus, Systemic Sclerosis, and Sjögren's Syndrome: A General Population–Based Study","year":2018,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Arthritis Network; Michael Smith Health Research BC","keywords":"Medicine; Presenteeism; Absenteeism; Population; Productivity; Sick leave; Internal medicine; Demography; Physical therapy; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006234845,0.0004210221,0.0004360419,0.001340791,0.0004458406,0.0007824271,0.0005076682,0.000546295,0.0009730217],"category_scores_gemma":[0.00226257,0.000348422,0.0005989542,0.001914402,0.0003260402,0.0005540039,0.0005601285,0.0005917427,0.0001511506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117479,"about_ca_system_score_gemma":0.0005910232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0740525,"about_ca_topic_score_gemma":0.07418074,"domain_scores_codex":[0.9993014,0.0001694676,0.00006981265,0.000151306,0.0001852656,0.0001227616],"domain_scores_gemma":[0.9988179,0.0001396856,0.0005605443,0.00008096405,0.0001652448,0.0002356693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006154032,0.0000278374,0.9988544,0.000008073149,0.0001211623,0.00006111378,0.00003226625,0.00007047314,0.00002723272,0.00000948483,0.0001022532,0.0006241698],"study_design_scores_gemma":[0.000005354116,0.00003016294,0.9995298,0.000003987787,0.00002785001,0.00009789339,0.0000715417,0.0001411518,0.000004271601,0.00001172848,0.00007408588,0.000002078267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985662,0.0003348171,0.00003514314,0.00004728431,0.000003901968,0.00000768616,0.0006946354,0.000002130002,0.0003081892],"genre_scores_gemma":[0.9991221,0.0001626167,0.00002409108,0.00002084126,0.000008519964,0.000004805427,0.0005718948,6.657605e-7,0.00008441282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0740525,"threshold_uncertainty_score":0.147243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039931503551131,"score_gpt":0.3267425161602362,"score_spread":0.2863432011247249,"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."}}