{"id":"W4206023092","doi":"10.3390/nu14020397","title":"Predictors of Symptom-Specific Treatment Response to Dietary Interventions in Irritable Bowel Syndrome","year":2022,"lang":"en","type":"article","venue":"Nutrients","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Vetenskapsrådet","keywords":"Irritable bowel syndrome; Medicine; Bloating; Internal medicine; Dysbiosis; Diarrhea; Constipation; Distress; Gastroenterology; Anxiety; Physical therapy; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001368832,0.0003050367,0.0004735337,0.0004511633,0.0002153061,0.0003010084,0.0002062454,0.000434334,0.001637378],"category_scores_gemma":[0.005537761,0.0001146314,0.0005300529,0.0005948684,0.0002102416,0.0002392768,0.0002922584,0.0005965795,0.0001061014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002768475,"about_ca_system_score_gemma":0.0003244127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015164,"about_ca_topic_score_gemma":0.001955069,"domain_scores_codex":[0.999297,0.0003565055,0.00009842809,0.00006605087,0.0001153921,0.00006659329],"domain_scores_gemma":[0.9963993,0.001480269,0.001504981,0.00007901131,0.000211625,0.000324811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005141474,0.0001081092,0.9948719,0.00003987014,0.0001011386,0.00001922312,0.00002423628,0.0001473464,0.0001158432,0.000007843712,0.00006568292,0.00398457],"study_design_scores_gemma":[0.00001458811,0.0002386214,0.9991831,0.000008246578,0.00004384624,0.00004450538,0.00002938206,0.0003329578,0.00005010537,0.00001558726,0.00003695141,0.000002129851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985152,0.0007029405,0.0001280156,0.0001242439,0.000006569573,0.00001618327,0.0002081032,0.000004592038,0.0002941268],"genre_scores_gemma":[0.9993539,0.0001166595,0.0001696175,0.00002157259,0.00001054721,0.00001544705,0.0002624638,0.000001166549,0.00004843332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001637378,"threshold_uncertainty_score":0.007239163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597648878141107,"score_gpt":0.2851452126466975,"score_spread":0.2491687238652864,"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."}}