{"id":"W4412361039","doi":"10.1111/jgh.70002","title":"Associations of Long‐Term Night Shift Work With Incident Irritable Bowel Syndrome: A Population‐Based Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"Natural Science Foundation of Hubei Province; National Natural Science Foundation of China","keywords":"Medicine; Shift work; Incidence (geometry); Cohort; Hazard ratio; Irritable bowel syndrome; Cohort study; Internal medicine; Demography; Confidence interval; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001128522,0.0003735614,0.0004353543,0.0004975117,0.000665565,0.0009665922,0.0006638789,0.0006857988,0.001625601],"category_scores_gemma":[0.001690504,0.0005030591,0.000861914,0.0009659311,0.0002643989,0.0004885349,0.0005926916,0.0009878192,0.0003215466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943756,"about_ca_system_score_gemma":0.0006308733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611074,"about_ca_topic_score_gemma":0.01658635,"domain_scores_codex":[0.9993671,0.0001342901,0.00006187499,0.0002010325,0.0001138231,0.0001220831],"domain_scores_gemma":[0.9986315,0.0001302811,0.0004806238,0.0002605137,0.0002085622,0.0002885268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001807211,0.00006102143,0.9985355,0.00001157724,0.0002287886,0.00005931571,0.00005846019,0.00002103489,0.0002378748,0.00001049566,0.0001053074,0.0004898345],"study_design_scores_gemma":[0.0000168156,0.0001109692,0.999316,0.000008327865,0.00008495711,0.0001164933,0.0000950815,0.00007651089,0.00002274953,0.0000111087,0.000136575,0.000004552462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981059,0.0003006319,0.000151395,0.00005576889,0.00001602577,0.00001904075,0.001138576,0.000004137758,0.0002084185],"genre_scores_gemma":[0.9984543,0.0002538215,0.0001415473,0.00004910991,0.00001804992,0.00002593801,0.0007727204,0.000003871585,0.0002805398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611074,"threshold_uncertainty_score":0.03203392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144666914207423,"score_gpt":0.2868007452212747,"score_spread":0.2753540760792005,"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."}}