{"id":"W4323353286","doi":"10.1093/jcag/gwac036.266","title":"A266 DIET-BASED THERAPIES FOR INTESTINAL DYSFUNCTION INDUCED BY CLOSTRIDIOIDES DIFFICILE INFECTION","year":2023,"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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Psyllium; Clostridioides; Gut flora; Gastroenterology; Motility; Short-chain fatty acid; Internal medicine; Feces; Constipation; Biology; Medicine; Immunology; Microbiology; Butyrate; Food science; Dietary fiber","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":[0.0001895973,0.0005313473,0.0005093932,0.0004495787,0.0002368782,0.0002052338,0.000239627,0.0003757667,0.002357644],"category_scores_gemma":[0.0000753256,0.0001079321,0.000337354,0.0002231417,0.0002016592,0.000209967,0.0002209878,0.0008379424,0.0004354022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924606,"about_ca_system_score_gemma":0.0002580598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004415064,"about_ca_topic_score_gemma":0.0008356136,"domain_scores_codex":[0.9998727,0.00002151849,0.00001073699,0.00002049537,0.00003784166,0.00003681326],"domain_scores_gemma":[0.9999195,0.000003714431,0.00002229433,0.000005956319,0.00001162821,0.00003679529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005658376,0.002474077,0.0005923319,0.0006003293,0.00005769911,0.0002520133,0.00003523643,0.0001788853,0.9639857,0.0002473059,0.000867287,0.02505087],"study_design_scores_gemma":[0.003527659,0.1079543,0.03218018,0.0002985641,0.0004681976,0.002563564,0.0002766469,0.002162908,0.8075128,0.000502736,0.04249178,0.00006059542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870657,0.006410606,0.001940555,0.0004017669,0.0002398598,0.0002343821,0.0006587491,0.0001905697,0.002857958],"genre_scores_gemma":[0.9831954,0.005108422,0.003587404,0.0003010425,0.00006147329,0.0003582802,0.0008865507,0.00003015513,0.00647125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002357644,"threshold_uncertainty_score":0.007887065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072561639320598,"score_gpt":0.2389076995279811,"score_spread":0.2281820831347751,"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."}}