{"id":"W4200470845","doi":"","title":"Changes in Gut Bacterial Translation Occur before Symptom Onset and Dysbiosis in Dextran Sodium Sulfate-Induced Murine Colitis","year":2021,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canadian Institute for Advanced Research","keywords":"Dysbiosis; Colitis; Gut flora; Microbiome; Disease; Microbiology; Immunology; Translation (biology); Medicine; Biology; Internal medicine; Bioinformatics; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001883713,0.0004102789,0.0004313257,0.0007993741,0.0002031399,0.000496656,0.0001605123,0.000523367,0.001141709],"category_scores_gemma":[0.0002282188,0.0003041742,0.0002800328,0.0003425404,0.000382375,0.0003682032,0.000274513,0.001128028,0.000447298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004282654,"about_ca_system_score_gemma":0.0002562834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008286171,"about_ca_topic_score_gemma":0.00159619,"domain_scores_codex":[0.9997557,0.00002931971,0.00002233144,0.0000623815,0.00006551974,0.00006473358],"domain_scores_gemma":[0.9995503,0.00002945276,0.0001632233,0.00002974557,0.00004237741,0.0001848336],"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":[0.0003977478,0.00003963577,0.00104366,0.00001720553,0.000003685509,0.00003599518,0.00003278774,0.00003218041,0.9973037,0.00003152442,0.00002758957,0.001034214],"study_design_scores_gemma":[0.0000320433,0.001540077,0.1149889,0.00002302472,0.0000282062,0.000287526,0.000140124,0.0009245626,0.880736,0.0001539284,0.001125674,0.00001993258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949048,0.001065444,0.001882972,0.0001199559,0.00003187904,0.00002860176,0.0009221678,0.0001381918,0.0009059833],"genre_scores_gemma":[0.99378,0.0007594484,0.001997922,0.0001512941,0.0000137865,0.00005758976,0.000732156,0.00004849304,0.002459366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001141709,"threshold_uncertainty_score":0.003819346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678770942932151,"score_gpt":0.2450817928957326,"score_spread":0.2282940834664111,"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."}}