{"id":"W4229021048","doi":"10.1007/s44231-022-00001-8","title":"Intestinal Microbiota in Sepsis","year":2022,"lang":"en","type":"article","venue":"Intensive Care Research","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Sepsis; Dysbiosis; Immunology; Gut flora; Organ dysfunction; Mechanism (biology); Medicine; Biology; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004571176,0.00009692088,0.0001214065,0.0002247766,0.0002389183,0.00001948246,0.0003300951,0.00006472664,0.0001765045],"category_scores_gemma":[0.0005942712,0.000103557,0.00006212595,0.000366257,0.000135482,0.000001424486,0.000836538,0.0006369468,0.00004090932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027087,"about_ca_system_score_gemma":0.0003715251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004103821,"about_ca_topic_score_gemma":0.0002757338,"domain_scores_codex":[0.9983964,0.0003324047,0.0001634591,0.0004005053,0.0002050776,0.0005021666],"domain_scores_gemma":[0.9977016,0.00003711247,0.00002468024,0.0003185013,0.001837299,0.0000808431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001264156,0.00002509285,0.007602911,0.00003142216,0.000008794707,0.0000629774,0.0008432867,0.00001812065,0.923659,0.00003264549,0.06650764,0.00108174],"study_design_scores_gemma":[0.001596351,0.002206109,0.03237024,0.00008410752,0.000006373793,0.000456828,0.1095883,0.00002419234,0.1910218,0.00009587762,0.6620477,0.0005021553],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993452,0.002514618,0.000009170424,0.001723036,0.0001642506,0.0002920612,0.00005949616,0.000007204653,0.001778125],"genre_scores_gemma":[0.9967362,0.0000814678,0.0001043403,0.001701676,0.00008897211,0.00006502707,0.0002088397,0.00002170436,0.0009918315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7326372,"threshold_uncertainty_score":0.4222931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06219168656585831,"score_gpt":0.4022816128735964,"score_spread":0.340089926307738,"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."}}