{"id":"W4313308152","doi":"10.1136/gutjnl-2022-328389","title":"Gut microbiota influence anastomotic healing in colorectal cancer surgery through modulation of mucosal proinflammatory cytokines","year":2022,"lang":"en","type":"article","venue":"Gut","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; McGill Genome Centre; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Université du Québec à Montréal; Natural Sciences and Engineering Research Council of Canada; Institut Du Cancer de Montréal; Université de Montréal","keywords":"Gut flora; Anastomosis; Proinflammatory cytokine; Colorectal cancer; Medicine; Gastroenterology; Colorectal surgery; Wound healing; Cancer; Inflammatory bowel disease; Internal medicine; Surgery; Pathology; Immunology; Inflammation; Disease; Abdominal surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002359201,0.0001194728,0.000198822,0.00007634811,0.000100997,0.000006519313,0.0001232225,0.0000754777,0.00003122808],"category_scores_gemma":[0.00003036811,0.0001332843,0.00006764664,0.000188914,0.00005514757,0.00000727943,0.0001351841,0.0001260169,0.000001913043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007688927,"about_ca_system_score_gemma":0.0003766026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000802321,"about_ca_topic_score_gemma":0.0006876494,"domain_scores_codex":[0.9989236,0.0001002398,0.0003410008,0.0002795547,0.00009477345,0.0002608153],"domain_scores_gemma":[0.9995748,0.00001614122,0.0001594835,0.0001605688,0.00005643686,0.00003253741],"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":[0.00008760545,0.00004924117,0.1089872,0.00009077007,0.00001130882,0.000003035913,0.000181946,0.004142522,0.8856674,0.0000139883,0.0005155875,0.0002493495],"study_design_scores_gemma":[0.0004175294,0.0000940986,0.8996819,0.00004293069,0.000008346354,0.00002944598,0.0001041876,0.0001907593,0.09631206,0.00003023961,0.002877122,0.0002113603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985169,0.0007232534,0.0000202418,0.000187795,0.0001914767,0.0002449345,0.00007221233,0.000009706601,0.00003345813],"genre_scores_gemma":[0.9992094,0.0001393279,0.0001663252,0.0001582926,0.00007839459,0.00004737653,0.000142584,0.0000184711,0.00003983014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7906947,"threshold_uncertainty_score":0.5435175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235062596242591,"score_gpt":0.2658751176670527,"score_spread":0.2535244917046268,"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."}}