{"id":"W1983921084","doi":"10.4161/gmic.18604","title":"The continuum of intestinal CD4<sup>+</sup>T cell adaptations in host-microbial mutualism","year":2011,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Inselspital, Universitätsspital Bern","keywords":"Biology; Homeostasis; Inflammation; Mutualism (biology); Cell biology; Dysbiosis; Immunology; T cell; Gut flora; Cell; Immune system; Microbiology; Genetics; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002473375,0.0001719307,0.0001801727,0.00006225694,0.0001244814,0.00001795258,0.000332814,0.0001426669,0.00004935565],"category_scores_gemma":[0.00006161176,0.0001415474,0.00009932097,0.0001154907,0.0002195886,0.000005066125,0.0001361165,0.0001596959,0.00003232645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001629762,"about_ca_system_score_gemma":0.000171889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004731583,"about_ca_topic_score_gemma":0.001620953,"domain_scores_codex":[0.998798,0.00009598218,0.0003990323,0.0002878493,0.00005245745,0.0003667285],"domain_scores_gemma":[0.9992882,0.00003159593,0.0001396573,0.0003494602,0.000130684,0.00006042331],"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":[0.00008545152,0.0001217382,0.001902511,0.00002686092,0.00001361224,0.00000294628,0.001654159,0.000003354714,0.985197,0.0001156391,0.01058711,0.0002896245],"study_design_scores_gemma":[0.001213217,0.0003655767,0.02585744,0.00006850003,0.00002691387,0.00005544527,0.00168463,0.00001529334,0.9111652,0.000104305,0.05913193,0.0003115511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957378,0.001202413,0.0001562552,0.0001533664,0.0001282326,0.0002496783,0.00005724816,0.00001030951,0.002304711],"genre_scores_gemma":[0.9947354,0.0003254254,0.002339155,0.0002399423,0.0001045344,0.00001269514,0.00007254352,0.00002398998,0.002146333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07403179,"threshold_uncertainty_score":0.5772134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601690143730515,"score_gpt":0.2327050347102888,"score_spread":0.2166881332729836,"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."}}