{"id":"W4311315952","doi":"10.1136/gutjnl-2022-327260","title":"Changes in signalling from faecal neuroactive metabolites following dietary modulation of IBS pain","year":2022,"lang":"en","type":"article","venue":"Gut","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; McMaster University; Population Health Research Institute; Queen's University","funders":"Canadian Institutes of Health Research; Allergan Foundation; Canadian Nutrition Society; American Gastroenterological Association","keywords":"Irritable bowel syndrome; Medicine; Nociception; Visceral pain; Afferent; Internal medicine; Abdominal pain; Receptor; Endocrinology; Pharmacology; Gastroenterology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003351667,0.00007255164,0.0001977384,0.00009420852,0.00004164915,0.000002990328,0.0000469218,0.00001599109,0.0001066641],"category_scores_gemma":[0.0003097332,0.00007528991,0.0000749997,0.0001686982,0.00001627279,0.00004223897,0.00004463348,0.000171857,0.000001242996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002676199,"about_ca_system_score_gemma":0.0000223942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006997524,"about_ca_topic_score_gemma":0.0001377619,"domain_scores_codex":[0.9991855,0.0001729108,0.0001474049,0.000165745,0.0002022162,0.0001261959],"domain_scores_gemma":[0.9995842,0.0002196373,0.00004895338,0.00009532509,0.00001638775,0.00003551685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005286858,0.0003929163,0.6937413,0.00005205034,0.00007301974,0.00007829974,0.002112988,0.006373881,0.2784211,0.00004596282,0.00002683326,0.01815306],"study_design_scores_gemma":[0.001061761,0.000373922,0.9634193,0.00004844469,0.00006334469,0.000002670796,0.002278558,0.03024822,0.001160918,0.001195275,0.00008065056,0.00006696695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976533,0.0002826079,0.0008038338,0.0008045263,0.00006629436,0.0001629843,0.00001577877,0.00002049735,0.0001901766],"genre_scores_gemma":[0.9984242,0.000002954848,0.001104199,0.0003132763,0.00003265962,0.00001795991,0.00007388251,0.000008689969,0.00002219895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2772602,"threshold_uncertainty_score":0.3070233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010077342458569,"score_gpt":0.2566400335235817,"score_spread":0.226539260098996,"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."}}