{"id":"W7090145753","doi":"10.48321/d156807d10","title":"Gut Microbiome Function and Recovery after Critical Illness","year":2025,"lang":"en","type":"other","venue":"California Digital Library","topic":"Advanced Scientific Techniques and Applications","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gut flora; Dysbiosis; Microbiome; Metabolome; Feces; Metabolic syndrome; Cognition; Intensive care unit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003896427,0.0002755719,0.0003118395,0.0005138122,0.0004127659,0.0008344015,0.0001628305,0.0003715583,0.0009465646],"category_scores_gemma":[0.001868115,0.0000725879,0.0002491705,0.0005296708,0.0002398176,0.0003712704,0.0008043177,0.0005809089,0.000188531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000516467,"about_ca_system_score_gemma":0.000455259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004267908,"about_ca_topic_score_gemma":0.005192569,"domain_scores_codex":[0.9997851,0.00005068326,0.0000209462,0.00004410145,0.00003714172,0.00006194363],"domain_scores_gemma":[0.9995937,0.00004766754,0.0001946464,0.00001959353,0.00005797243,0.00008650769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009593234,0.0002989757,0.8928046,0.0002929074,0.0002709636,0.0003447383,0.0006557218,0.000531067,0.005929673,0.0004102835,0.002972065,0.09452961],"study_design_scores_gemma":[0.000007281164,0.0002329456,0.9966729,0.00008410853,0.0000310004,0.000216463,0.0003198487,0.0003171203,0.0003045491,0.0003283803,0.001474672,0.00001082224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871128,0.008401311,0.0005737663,0.001292719,0.00007954694,0.00003435487,0.001112706,0.00002580935,0.001366997],"genre_scores_gemma":[0.9944062,0.003338517,0.000621134,0.0003506907,0.00006227221,0.00002942274,0.0007218324,0.000005622272,0.0004642829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004267908,"threshold_uncertainty_score":0.008486092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002693194965075875,"score_gpt":0.1925942367778757,"score_spread":0.1899010418127998,"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."}}