{"id":"W2297033997","doi":"10.1159/000442929","title":"Psychological Stress and Depression: Risk Factors for IBD?","year":2016,"lang":"en","type":"review","venue":"Digestive Diseases","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Janssen Canada; AbbVie Canada; Takeda Canada","keywords":"Anxiety; Medicine; Inflammatory bowel disease; Depression (economics); Comorbidity; Mood; Irritable bowel syndrome; Mood disorders; Psychological distress; Disease; Clinical psychology; Psychiatry; Distress; Internal medicine","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003900833,0.0006872473,0.001903523,0.000193919,0.001326758,0.00001973984,0.0003815369,0.001134626,0.0003263546],"category_scores_gemma":[0.003243702,0.0003921582,0.00050905,0.0001560164,0.0002812168,0.0001124084,0.0001565344,0.001068594,0.0002078975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001263209,"about_ca_system_score_gemma":0.0003688482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003920067,"about_ca_topic_score_gemma":0.000004751914,"domain_scores_codex":[0.9945114,0.002029322,0.0009916015,0.001215399,0.0002112766,0.001040997],"domain_scores_gemma":[0.9871258,0.01037029,0.0008606932,0.0006435407,0.0001875782,0.0008121217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006586672,0.0001886759,0.09327637,0.01185035,0.0001162007,0.00001204322,0.0002435603,2.918776e-8,1.523132e-8,0.0003479807,0.004972202,0.8889267],"study_design_scores_gemma":[0.0007209854,0.0001416451,0.1225907,0.02733993,0.0007025216,0.000001683533,0.0003433771,3.718133e-7,4.659696e-8,0.0009505379,0.846695,0.0005131781],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001960484,0.9820132,0.0002176248,0.00005830187,0.002080932,0.003781806,0.007671186,0.0001950603,0.002021392],"genre_scores_gemma":[0.0008339068,0.994296,0.00004965543,0.0002703475,0.001417233,0.00163851,0.0005826036,0.0001072272,0.0008044801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8884135,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247893268117811,"score_gpt":0.5152067850956219,"score_spread":0.3904174582838408,"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."}}