{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001532438,0.0002069436,0.0001992683,0.0000568308,0.0005091553,0.0001006851,0.0003599167,0.0001424196,0.00003267321],"category_scores_gemma":[0.0009820694,0.000220678,0.0001518718,0.00001934025,0.0004008343,0.00005995826,0.0002683319,0.0000853065,0.00000936473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003170429,"about_ca_system_score_gemma":0.0002625345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003185126,"about_ca_topic_score_gemma":0.00007998636,"domain_scores_codex":[0.9987103,0.0001288759,0.0002555247,0.0003915576,0.0002762664,0.0002374684],"domain_scores_gemma":[0.9983451,0.00007562408,0.0003949321,0.0007428449,0.000198852,0.0002425915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577641,0.00005940459,0.9804841,0.0001242652,0.0001335105,0.00002391649,0.00003465701,0.00002017708,0.01804717,0.00004756893,0.0002028205,0.0006646813],"study_design_scores_gemma":[0.0004109247,0.00003742518,0.9945753,0.0001632324,0.0001206845,8.809548e-7,0.00001859142,0.00002341004,0.004243066,0.00008306889,0.00008638653,0.0002370029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979932,0.0004037596,0.00002390005,0.00007165228,0.0001315456,0.0002360448,0.0008191734,0.00003085269,0.0002898638],"genre_scores_gemma":[0.9991018,0.0001707803,0.00003180649,0.00002169842,0.0003792627,0.00003717051,0.00006977263,0.0000251853,0.0001625546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409126,"threshold_uncertainty_score":0.8998988,"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."}}