{"id":"W2588417063","doi":"10.1097/mib.0000000000001040","title":"Evidence of Bidirectional Associations Between Perceived Stress and Symptom Activity","year":2017,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; University of Manitoba","keywords":"Calprotectin; Medicine; Ulcerative colitis; Internal medicine; Perceived Stress Scale; Inflammatory bowel disease; Disease; Prospective cohort study; Population; Gastroenterology; Stress (linguistics)","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":[0.002679417,0.0002820628,0.0002645156,0.0007758426,0.0003524596,0.0009295244,0.0003864038,0.0003693181,0.003216978],"category_scores_gemma":[0.007736369,0.0003602968,0.0004511033,0.0009421509,0.0005133469,0.0004360167,0.001100741,0.0006663625,0.0002470851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525758,"about_ca_system_score_gemma":0.0006910859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821969,"about_ca_topic_score_gemma":0.004730542,"domain_scores_codex":[0.9988508,0.0005460401,0.00009777951,0.0001734935,0.0001979983,0.0001338313],"domain_scores_gemma":[0.9892663,0.00488332,0.003337396,0.0005518704,0.001131586,0.0008295628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006449396,0.00002022713,0.997051,0.00004232445,0.0001012084,0.00002932266,0.0002625406,0.00004109686,0.0001330359,0.00004632155,0.00003578882,0.00217272],"study_design_scores_gemma":[0.000002141717,0.00005850262,0.9992164,0.00002651414,0.00003345506,0.00006671213,0.0002452746,0.0001024184,0.00003363136,0.00008013017,0.000131064,0.000003778854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959013,0.001532234,0.0006424856,0.0002771224,0.00002016758,0.00001213993,0.000351749,0.000007467591,0.001255223],"genre_scores_gemma":[0.9990361,0.0003845444,0.0002790548,0.00003031228,0.00001193476,0.00001182884,0.0001352254,0.00000217006,0.000108796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003216978,"threshold_uncertainty_score":0.01417029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074325484914605,"score_gpt":0.2836518833094749,"score_spread":0.2629086284603289,"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."}}