{"id":"W1584010815","doi":"10.1038/ajg.2015.147","title":"The Relationship Among Perceived Stress, Symptoms, and Inflammation in Persons With Inflammatory Bowel Disease","year":2015,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada); University of Manitoba; Takeda (Canada)","funders":"","keywords":"Medicine; Ulcerative colitis; Calprotectin; Odds ratio; Inflammatory bowel disease; Internal medicine; Inflammation; Gastroenterology; Confidence interval; Disease; Logistic regression; Perceived Stress Scale; Immunology; Stress (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005785048,0.0001346553,0.0001512269,0.00006680663,0.0001125458,0.00003224327,0.0002605406,0.00002611753,9.947121e-7],"category_scores_gemma":[0.0002418127,0.00007925509,0.00005318065,0.00005011491,0.001014513,0.00001897361,0.00006960817,0.0001985786,9.208688e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003296001,"about_ca_system_score_gemma":0.0001564396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006887832,"about_ca_topic_score_gemma":0.0004917966,"domain_scores_codex":[0.9985743,0.0005677241,0.0003072945,0.0001309284,0.0001738044,0.0002459499],"domain_scores_gemma":[0.9988272,0.00005926018,0.0004903058,0.0002630535,0.0001337281,0.00022642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009556622,0.00001610982,0.9884826,0.0000048594,0.0000571182,0.00007776525,0.0003468547,0.0008868052,0.0002910567,0.00003033613,0.0001370379,0.000112821],"study_design_scores_gemma":[0.001041883,0.001246502,0.9958087,0.00003098806,0.00004501413,0.00008845574,0.00138186,0.0001285883,0.000009853905,0.00007135375,0.00008608033,0.00006074513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984798,0.00009322658,0.0000916521,0.001126113,0.00004978627,0.0001323802,0.000006153631,0.000003714911,0.00001716997],"genre_scores_gemma":[0.9995093,0.00004603855,0.00005980804,0.0001576157,0.0001633302,0.00001212373,0.000006041752,0.00001616539,0.00002960438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00851474,"threshold_uncertainty_score":0.3738015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006493771570219901,"score_gpt":0.2199742630691518,"score_spread":0.2134804914989319,"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."}}