{"id":"W4391873640","doi":"10.1093/jcag/gwad061.038","title":"A38 EXPLORING HOW BOWEL PREPARATION CAN AFFECT INFLAMMATORY BOWEL DISEASE VIA THE GUT MICROBIOTA","year":2024,"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":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Inflammatory bowel disease; Gut flora; Affect (linguistics); Medicine; Inflammatory Bowel Diseases; Gastroenterology; Disease; Internal medicine; Immunology; Psychology; Communication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002306855,0.0003586604,0.0003772439,0.0002288053,0.0002464012,0.0005185854,0.0001941763,0.0005442312,0.006337882],"category_scores_gemma":[0.0002462951,0.0001330143,0.0006627767,0.0001849783,0.0002793659,0.000393642,0.00036967,0.0007558949,0.0007329279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799893,"about_ca_system_score_gemma":0.000376369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004582323,"about_ca_topic_score_gemma":0.0005561236,"domain_scores_codex":[0.9998272,0.00003796769,0.00001123059,0.00003732647,0.00004292372,0.00004346363],"domain_scores_gemma":[0.9998586,0.00002184461,0.00003646869,0.000009718758,0.00002269172,0.00005062693],"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":[0.003951853,0.0009453776,0.007669622,0.001209198,0.00008989402,0.0006213318,0.0001951217,0.000226102,0.9421659,0.0008605667,0.001257379,0.04080778],"study_design_scores_gemma":[0.0008294791,0.04438667,0.2269206,0.0009862537,0.0009288358,0.003249525,0.002142359,0.003807839,0.6143277,0.004397096,0.0978967,0.0001269264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692963,0.01442095,0.005090306,0.002055273,0.0004356451,0.000230614,0.001289875,0.0001893534,0.006991819],"genre_scores_gemma":[0.974801,0.008486106,0.006310131,0.001082351,0.0001092705,0.0003751326,0.0008147022,0.00003378963,0.007987616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006337882,"threshold_uncertainty_score":0.02120233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008615133422598597,"score_gpt":0.2269122140454917,"score_spread":0.2182970806228931,"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."}}