{"id":"W4323350829","doi":"10.1093/jcag/gwac036.263","title":"A263 MODULATION OF THE GUT MICROBIOTA TO PREVENT LOCAL ANASTOMOTIC TUMORS AND DISTANT METASTASIS IN COLORECTAL CANCER SURGERY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Anastomosis; Colorectal cancer; Surgical oncology; Cancer; Metastasis; Inulin; Internal medicine; Gastroenterology; Surgery; Biology","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":[0.0002542674,0.0002985348,0.0003285677,0.0005443303,0.0002840929,0.0003207343,0.0001411411,0.0002649502,0.001167696],"category_scores_gemma":[0.0002924764,0.00009147576,0.0003566195,0.0004307934,0.000147119,0.000160342,0.0002613238,0.0002438261,0.0002283917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001975825,"about_ca_system_score_gemma":0.0004260445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004922032,"about_ca_topic_score_gemma":0.0007968058,"domain_scores_codex":[0.999884,0.00003586085,0.00001350732,0.00001508119,0.00002174805,0.00002990531],"domain_scores_gemma":[0.9997624,0.00001948907,0.0001022483,0.00001061955,0.00003284426,0.00007238265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005574469,0.001795055,0.1150271,0.00131567,0.0002260458,0.001031909,0.0001585072,0.0003365742,0.7978421,0.0001246578,0.0005594053,0.07600847],"study_design_scores_gemma":[0.00032252,0.0313956,0.72929,0.0003874406,0.0007086301,0.004284407,0.001170314,0.001521155,0.2122727,0.0003722061,0.01822335,0.00005168023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920554,0.00654752,0.0005270446,0.0001097803,0.00004136385,0.00003837033,0.00009886324,0.00001989685,0.0005617597],"genre_scores_gemma":[0.9938788,0.003600184,0.001279293,0.0001025156,0.00002723144,0.00004155655,0.0001566159,0.000006668028,0.0009070446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001167696,"threshold_uncertainty_score":0.00390631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00819505419370197,"score_gpt":0.247105589234688,"score_spread":0.2389105350409861,"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."}}