{"id":"W4212874965","doi":"10.1093/jcag/gwab049.050","title":"A51 ROLE OF GUT MICROBIOTA IN THE EPISODIC NATURE OF SYMPTOMS IN IRRITABLE BOWEL SYNDROME","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Irritable bowel syndrome; Gut flora; Medicine; Constipation; Diarrhea; Internal medicine; Functional gastrointestinal disorder; Gastroenterology; Asymptomatic; Feces; Functional constipation; Depression (economics); Mood; Psychiatry; Biology; Immunology","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":[0.0005253577,0.0003318954,0.0004965398,0.0006418918,0.0003929166,0.0006555961,0.0002319651,0.0004131317,0.001769738],"category_scores_gemma":[0.001823813,0.0002100711,0.0004296123,0.0006836782,0.000347638,0.0003757691,0.0007689078,0.0004304709,0.0001676502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194328,"about_ca_system_score_gemma":0.000323538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388665,"about_ca_topic_score_gemma":0.00166697,"domain_scores_codex":[0.9995865,0.0001335631,0.00003832444,0.000110599,0.0000577275,0.00007333342],"domain_scores_gemma":[0.9988518,0.0001915842,0.0005170561,0.00007508098,0.0001196868,0.0002448621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001703843,0.0001445755,0.9448212,0.0001865232,0.0002430222,0.0005144774,0.0003426916,0.0002662479,0.03319383,0.000127873,0.0002917824,0.01816386],"study_design_scores_gemma":[0.00000544812,0.0001294896,0.9985966,0.00001906638,0.00003479776,0.0002011929,0.0001116148,0.0002303971,0.0004142704,0.00008425296,0.0001683934,0.000004375742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962612,0.002291692,0.000542059,0.0001301026,0.00002461703,0.00001088632,0.0003014976,0.00001078949,0.0004272404],"genre_scores_gemma":[0.9990222,0.0002699083,0.0003353051,0.00003617335,0.00001565139,0.000007540751,0.0001983434,0.000004088383,0.0001107079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001769738,"threshold_uncertainty_score":0.00592041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002389623158267806,"score_gpt":0.2005034182854902,"score_spread":0.1981137951272224,"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."}}