{"id":"W2806753626","doi":"10.1371/journal.pone.0198975","title":"The association of fatigue, pain, depression and anxiety with work and activity impairment in immune mediated inflammatory diseases","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; George & Fay Yee Centre for Healthcare Innovation; University of Manitoba","funders":"Max Rady College of Medicine, University of Manitoba; Crohn's and Colitis Canada; Faculty of Medicine, Dalhousie University; Canadian Institutes of Health Research; Dalhousie University; St. Francis Xavier University","keywords":"Anxiety; Depression (economics); Medicine; Fibromyalgia; Hospital Anxiety and Depression Scale; Presenteeism; Absenteeism; Medical Expenditure Panel Survey; Distress; Psychiatry; Clinical psychology; Physical therapy; Psychology; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.001631171,0.00009554915,0.0002169726,0.00004286848,0.0005556208,0.00000730262,0.0000509434,0.0001260414,0.00001351593],"category_scores_gemma":[0.0007535178,0.0000622584,0.00001045906,0.0001819907,0.00007534981,0.00009430947,0.00007369078,0.0003140444,0.000002846074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272843,"about_ca_system_score_gemma":0.0001352695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009794551,"about_ca_topic_score_gemma":0.0004769241,"domain_scores_codex":[0.9981037,0.0008357861,0.0002925001,0.0001593754,0.00027361,0.0003349903],"domain_scores_gemma":[0.9974986,0.001751308,0.0003322257,0.0001653879,0.0001282394,0.0001242196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005942726,0.000188442,0.9946195,0.0003378029,0.00003595367,4.17188e-7,0.001494085,3.544477e-7,0.0005042695,0.00001061579,0.0001737224,0.002040499],"study_design_scores_gemma":[0.001026004,0.0001197304,0.9963064,0.001227064,0.00003202895,3.31056e-8,0.0003491896,0.0002096541,0.0004554029,0.00006141337,0.0001421612,0.00007089795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966334,0.0005720908,0.00001495367,0.001709604,0.00003421431,0.0008142664,0.000005312937,0.00003226149,0.0001838946],"genre_scores_gemma":[0.9984785,0.0009629499,0.00007377612,0.000154323,0.00008314734,0.0001256722,0.000006092694,0.00001247253,0.0001030297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001969601,"threshold_uncertainty_score":0.4273442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846736532768166,"score_gpt":0.2904850720160448,"score_spread":0.2720177066883631,"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."}}