{"id":"W6986997657","doi":"","title":"ROLE OF GUT MICROBIOTA IN THE EPISODIC NATURE OF SYMPTOMS IN IRRITABLE BOWEL SYNDROME","year":2024,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Gut flora; Mood; Dysbiosis; Disease; Feces","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005809967,0.0003110351,0.0004800654,0.0006034249,0.0003651828,0.0009756223,0.0002041,0.0003065515,0.001138079],"category_scores_gemma":[0.002123086,0.0002256322,0.0005753121,0.0008012693,0.0002887763,0.0004790312,0.0006920205,0.0005583405,0.0001501077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004293227,"about_ca_system_score_gemma":0.0005645149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003511547,"about_ca_topic_score_gemma":0.005393058,"domain_scores_codex":[0.9996019,0.0001452649,0.00003174485,0.00009707626,0.0000564065,0.0000677104],"domain_scores_gemma":[0.999359,0.0001487385,0.0002794868,0.00004035157,0.00007029604,0.0001021305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001002814,0.0001334528,0.9425821,0.0003183818,0.0006209488,0.0005139253,0.001348,0.001031205,0.01298079,0.0005623823,0.0005324592,0.03837351],"study_design_scores_gemma":[0.000005848099,0.0001020582,0.9969034,0.00005520874,0.00008961502,0.0001750569,0.0004109824,0.0008021013,0.0003594145,0.000487772,0.0005991407,0.000009352458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943996,0.0030415,0.0008517103,0.0003778054,0.00002816304,0.00002106789,0.0003852252,0.00001216299,0.0008826925],"genre_scores_gemma":[0.9975447,0.001088048,0.0007110965,0.00006120689,0.00002084202,0.00001220667,0.0002950515,0.00000631697,0.0002605365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003511547,"threshold_uncertainty_score":0.006982207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004668303826333983,"score_gpt":0.2040384475731269,"score_spread":0.1993701437467929,"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."}}