{"id":"W4323353133","doi":"10.1093/jcag/gwac036.019","title":"A19 INVESTIGATING MECHANISMS THAT DRIVE SYMPTOMS IN IRRITABLE BOWEL SYNDROME PATIENTS WITH PERCEIVED GLUTEN SENSITIVITY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Irritable bowel syndrome; Medicine; Gluten; Internal medicine; Crossover study; Gastroenterology; Nocebo; Placebo; Gluten free; Abdominal pain; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001259617,0.000312727,0.0005519108,0.0003145312,0.0002552049,0.0005263226,0.00018743,0.0004498228,0.004716462],"category_scores_gemma":[0.001316419,0.0001562974,0.0005282059,0.0003238858,0.0002749303,0.0004304598,0.0002979295,0.0003951901,0.0003368772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002244836,"about_ca_system_score_gemma":0.0002971704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00024521,"about_ca_topic_score_gemma":0.0003585065,"domain_scores_codex":[0.9996537,0.0001820342,0.00003585567,0.00004554663,0.00003293629,0.00004995191],"domain_scores_gemma":[0.9992058,0.0002778514,0.0002584125,0.00002803029,0.00007716698,0.0001528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05761983,0.0105809,0.7503567,0.003819858,0.001057412,0.001059109,0.001540336,0.0003910684,0.03812132,0.0003393675,0.001088967,0.1340251],"study_design_scores_gemma":[0.003765938,0.05520186,0.932981,0.0002316276,0.0005880676,0.0007276897,0.0009305194,0.0004082787,0.002330314,0.0002850361,0.002523938,0.00002591338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963641,0.002340036,0.0001671689,0.0001299049,0.00003049596,0.0001478481,0.00009225763,0.000003651575,0.0007246527],"genre_scores_gemma":[0.9981784,0.0006732385,0.000385059,0.0001704856,0.00003729332,0.000195837,0.00009882365,8.629412e-7,0.00025998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004716462,"threshold_uncertainty_score":0.01577812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008253298377623147,"score_gpt":0.2201471668949137,"score_spread":0.2118938685172906,"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."}}