{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002350317,0.0003019566,0.0004230798,0.0006025221,0.0003187651,0.0004992261,0.0003265236,0.0003316765,0.001074521],"category_scores_gemma":[0.009848001,0.0002783957,0.0005975862,0.0007183719,0.0003523536,0.0003604795,0.0006964583,0.0006765395,0.0001103535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992481,"about_ca_system_score_gemma":0.0002575439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004366263,"about_ca_topic_score_gemma":0.003981967,"domain_scores_codex":[0.9986267,0.0008303357,0.0001035753,0.0001449453,0.0001484971,0.0001460055],"domain_scores_gemma":[0.995052,0.002658968,0.00141585,0.0003633821,0.0002369098,0.0002728467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002506667,0.00003682108,0.9946142,0.00002737503,0.0001418849,0.00005078819,0.00008490104,0.0002043472,0.0001587786,0.00002619563,0.00004763889,0.004356341],"study_design_scores_gemma":[0.00000555928,0.00004557029,0.9990072,0.000004672328,0.00004232418,0.00008770217,0.00005532108,0.0006385707,0.00002810285,0.00004899573,0.00003338263,0.000002607143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984093,0.0008244444,0.0004212093,0.00007753196,0.000004550218,0.000007853634,0.0001143751,0.000004174643,0.0001365903],"genre_scores_gemma":[0.9996098,0.0001441127,0.0001067209,0.0000133956,0.000007101064,0.0000043805,0.00007890372,9.371898e-7,0.00003466915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004366263,"threshold_uncertainty_score":0.01242983,"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."}}