{"id":"W7132865836","doi":"","title":"Interactions Between Gut Microbial Composition, Mucosal Immunity and Metabolism","year":2020,"lang":"","type":"dissertation","venue":"TSpace","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immune system; Microbiome; Immunity; Hormone; Antibiotics; Peyer's patch; Disease; Cytokine; Lymphocyte","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00031839,0.0003287121,0.000283895,0.0004801837,0.0001336753,0.0006212548,0.000152236,0.0003067191,0.0005758291],"category_scores_gemma":[0.0002257588,0.0001907335,0.0002408704,0.0001853533,0.0003258022,0.0002664522,0.0003373454,0.0003960731,0.00007869644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759497,"about_ca_system_score_gemma":0.000267749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005570778,"about_ca_topic_score_gemma":0.0009972511,"domain_scores_codex":[0.9997448,0.00006900695,0.00001451617,0.00005809921,0.00006553247,0.00004795588],"domain_scores_gemma":[0.9997416,0.0000298656,0.0001091663,0.00002018804,0.00002548676,0.00007363683],"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":[0.0009155116,0.00006829712,0.02491477,0.0001349265,0.00007321421,0.0002325423,0.00008239636,0.0002526875,0.957267,0.0007730519,0.0001097857,0.01517584],"study_design_scores_gemma":[0.00005806917,0.002145668,0.6995996,0.00008468884,0.0001985033,0.001016052,0.0004135555,0.001990987,0.2861077,0.001555646,0.00677873,0.00005084367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877219,0.006994578,0.002920921,0.0002829639,0.00002349701,0.00002244546,0.0003955777,0.00004861984,0.00158939],"genre_scores_gemma":[0.9900944,0.004091093,0.003755308,0.0001297674,0.00002347908,0.00003529562,0.0001812444,0.00001720716,0.001672239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006212548,"threshold_uncertainty_score":0.00200218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649125216091651,"score_gpt":0.3380832545580963,"score_spread":0.3215920023971798,"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."}}