{"id":"W2942605544","doi":"10.1016/j.chest.2019.04.016","title":"Costs of Workplace Productivity Loss in Patients With Fibrotic Interstitial Lung Disease","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Manitoba; Health Sciences Centre; Sunnybrook Health Science Centre; Centre Hospitalier de l’Université de Montréal; University of Calgary; SickKids Foundation; University of Toronto; McMaster University; St. Paul's Hospital; Hospital for Sick Children; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Immunization Research Network; Health Canada; AstraZeneca Canada; GlaxoSmithKline; MedImmune; F. Hoffmann-La Roche; Boehringer Ingelheim; Gilead Sciences; Sanofi; Ontario Ministry of Health and Long-Term Care; Center for HIV/AIDS Educational Studies and Training, Hunter College; Canadian Pulmonary Fibrosis Foundation; Ministry of Environment, Forest and Climate Change; Bayer","keywords":"Medicine; Absenteeism; Hypersensitivity pneumonitis; Productivity; Presenteeism; Population; Idiopathic pulmonary fibrosis; Interstitial lung disease; Internal medicine; Lung; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005245866,0.0003012504,0.0004573366,0.0009965138,0.0005740427,0.0009714048,0.0004315501,0.0007582816,0.004300156],"category_scores_gemma":[0.0059329,0.0002201804,0.00107416,0.001033216,0.0002339154,0.0005508912,0.0006982147,0.0008900579,0.0003045105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001719453,"about_ca_system_score_gemma":0.000740753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006582871,"about_ca_topic_score_gemma":0.006581427,"domain_scores_codex":[0.9988697,0.0005047981,0.0001256855,0.0000543379,0.0002088102,0.0002365557],"domain_scores_gemma":[0.9974802,0.0007302813,0.0008696496,0.00006656878,0.0002344211,0.0006188202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001453396,0.0003819345,0.9619846,0.0001533936,0.0004826151,0.000985445,0.0001988044,0.002593885,0.0002867587,0.0004483022,0.00137495,0.02965575],"study_design_scores_gemma":[0.00003755783,0.0003710461,0.9948331,0.00006621545,0.0001137464,0.001138852,0.0007407064,0.001705627,0.00003510002,0.0002745408,0.0006671006,0.00001636044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894322,0.003765669,0.0002220614,0.001382843,0.00009634795,0.00002255816,0.0009848075,0.000009087062,0.004084497],"genre_scores_gemma":[0.9990963,0.0003102669,0.00007296018,0.00005348602,0.00003949457,0.000007961733,0.0002171653,0.000001381849,0.0002009435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006582871,"threshold_uncertainty_score":0.0143854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003990132950690748,"score_gpt":0.2192679701291646,"score_spread":0.2152778371784739,"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."}}