{"id":"W4223937348","doi":"10.1111/nmo.14368","title":"Gastrointestinal symptoms and the severity of COVID‐19: Disorders of gut–brain interaction are an outcome","year":2022,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Depression (economics); Diabetes mellitus; Anxiety; Coronavirus disease 2019 (COVID-19); Comorbidity; Epidemiology; Psychiatry; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105474,0.0002557483,0.0006918383,0.000148911,0.0002204702,0.000008142171,0.0002860035,0.00003021144,0.0002712602],"category_scores_gemma":[0.001842018,0.0002155264,0.0002422328,0.0001826767,0.001464795,0.0001257358,0.0003644193,0.0007842475,7.836423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007436759,"about_ca_system_score_gemma":0.00007136749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004440988,"about_ca_topic_score_gemma":0.0003451314,"domain_scores_codex":[0.9966927,0.001240361,0.000755206,0.0005484213,0.0003710118,0.0003923232],"domain_scores_gemma":[0.9979602,0.0004523235,0.0005542203,0.0006403316,0.0001057758,0.0002871177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002939199,0.000990303,0.994263,0.0001794086,0.00003555175,0.00002073946,0.0002723147,0.0003386479,0.0003668338,0.00007383044,0.0001065062,0.0004136649],"study_design_scores_gemma":[0.005655592,0.004138294,0.9830887,0.00001758439,0.0001060195,0.002291366,0.00178262,0.002280641,0.000009416971,0.0004527829,0.0001496236,0.00002735334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832597,0.00001975756,0.001434333,0.01426454,0.0001410843,0.0006419671,0.0001077939,0.00005831255,0.0000725157],"genre_scores_gemma":[0.9965132,0.000002692492,0.0003850957,0.002958306,0.00001748786,0.00004456492,0.00003837996,0.00001827264,0.00002194167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01325356,"threshold_uncertainty_score":0.8788912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190872200235836,"score_gpt":0.2953379796559667,"score_spread":0.2734292576536083,"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."}}