{"id":"W4323351282","doi":"10.1093/jcag/gwac036.047","title":"A47 THE GUT MICROBIOTA INFLUENCES COLONIC HEALING AFTER SURGERY IN PATIENTS UNDERGOING BOWEL RESECTION FOR COLORECTAL CANCER","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":"Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal","funders":"","keywords":"Anastomosis; Colorectal cancer; Medicine; Gut flora; Colorectal surgery; Gastroenterology; Complication; Surgery; Wound healing; Microbiome; Feces; Internal medicine; Cancer; Abdominal surgery; Bioinformatics; Immunology; Biology","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":[0.0002064404,0.0002325566,0.0003441085,0.0003829231,0.0003735345,0.0005743691,0.00009875275,0.0004734044,0.0029107],"category_scores_gemma":[0.0008286925,0.0001506608,0.0004184716,0.0004746421,0.0002101354,0.0002966707,0.0003648714,0.0005428603,0.0003066302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963018,"about_ca_system_score_gemma":0.0002624627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007707165,"about_ca_topic_score_gemma":0.001099514,"domain_scores_codex":[0.9997357,0.00007777443,0.00002722666,0.00005956483,0.00003189127,0.00006782881],"domain_scores_gemma":[0.9993586,0.00008451247,0.0002879856,0.00002454701,0.00005360134,0.0001908128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001831692,0.0002809724,0.9805588,0.00006981934,0.0001124182,0.0002114812,0.0001438727,0.00005124051,0.01096244,0.00002436984,0.0002169485,0.005535884],"study_design_scores_gemma":[0.00001266466,0.0008475208,0.997494,0.0000125439,0.00005362284,0.0002628565,0.0002978139,0.000163685,0.0004960346,0.00002936113,0.0003242599,0.000005567103],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990765,0.0004342858,0.00007703634,0.00006329836,0.00001451776,0.000005751634,0.0001016309,0.000003108863,0.000223922],"genre_scores_gemma":[0.9994343,0.00009960846,0.0001201851,0.00004133244,0.00001053239,0.000008003898,0.00008749468,0.000001788693,0.0001968754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0029107,"threshold_uncertainty_score":0.009737253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008194659671201582,"score_gpt":0.2461451208798772,"score_spread":0.2379504612086756,"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."}}