{"id":"W1973924697","doi":"10.3899/jrheum.100482","title":"Healthcare Cost and Loss of Productivity in a Canadian Population of Patients with and without Lupus Nephritis","year":2010,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"University of Toronto; Arthritis Society; Canadian Institutes of Health Research; McGill University Health Centre; Lupus Research Alliance; Lupus Canada; McGill University","keywords":"Medicine; Lupus nephritis; Health care; Productivity; Population; Work productivity; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003784564,0.0003305048,0.0003835034,0.001033228,0.001751973,0.0009900399,0.0007275369,0.0004417582,0.002015255],"category_scores_gemma":[0.001866524,0.0001822246,0.0007261418,0.002766124,0.0004720879,0.0004250679,0.00060461,0.0007428012,0.0001581932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0157781,"about_ca_system_score_gemma":0.009041062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9433787,"about_ca_topic_score_gemma":0.9394515,"domain_scores_codex":[0.9991809,0.00006212544,0.00005192315,0.00008295578,0.0003218125,0.0003002774],"domain_scores_gemma":[0.9990042,0.00005796731,0.0003461857,0.0000185001,0.0002716825,0.000301548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278422,0.00004238071,0.9958534,0.00002415872,0.00008498057,0.0001129309,0.0001177946,0.0001362661,0.00008057908,0.00006041515,0.0007602926,0.002599032],"study_design_scores_gemma":[0.00001439934,0.00003256397,0.9987904,0.00001723476,0.00002917907,0.0001332507,0.0003435141,0.0002582155,0.00001323168,0.00001820588,0.0003425742,0.000007207541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950302,0.0006312289,0.00002949767,0.0004818662,0.00001028991,0.00001797693,0.001958766,0.000003178668,0.001836992],"genre_scores_gemma":[0.9984481,0.0002782381,0.00004166809,0.00009871028,0.00001090051,0.000005966757,0.0009260649,9.903123e-7,0.0001892839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05662125,"threshold_uncertainty_score":0.1144787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181108106701114,"score_gpt":0.2819591956406875,"score_spread":0.2701481145736764,"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."}}