{"id":"W4385957698","doi":"10.23880/ijsst-16000182","title":"Gut Instinct: How the Microbiome Affects Traumatic Brain Injury, A Narrative Review","year":2023,"lang":"en","type":"review","venue":"International Journal of Surgery & Surgical Techniques","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Gut flora; Microbiome; Checklist; Narrative review; Traumatic brain injury; Gut microbiome; Medicine; Psychology; Bioinformatics; Immunology; Biology; Intensive care medicine; Psychiatry","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":[0.007964681,0.001375984,0.00385105,0.01200531,0.0009969743,0.003663204,0.00140751,0.002254374,0.003638864],"category_scores_gemma":[0.03570866,0.000842676,0.004226515,0.00983304,0.001277069,0.003663524,0.001914841,0.001312065,0.0003764182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866789,"about_ca_system_score_gemma":0.01508018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006322433,"about_ca_topic_score_gemma":0.01842081,"domain_scores_codex":[0.9926895,0.003277402,0.002322124,0.0004924239,0.0009700901,0.0002483315],"domain_scores_gemma":[0.9807412,0.01356283,0.003567799,0.0002119722,0.001658606,0.0002575428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001545096,0.00001797854,0.000795371,0.9369569,0.002261283,0.0002489712,0.0009616025,0.0001179351,0.0002231547,0.001213539,0.004284781,0.05276386],"study_design_scores_gemma":[0.00006621239,0.0001169951,0.002201523,0.9466804,0.01073856,0.0007325085,0.001140469,0.00006001722,0.0001360445,0.0007488154,0.03734319,0.00003519765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006553371,0.9973639,0.0001436238,0.0009284898,0.0002203165,0.0001753027,0.0001862127,0.000004548728,0.0003223348],"genre_scores_gemma":[0.01007742,0.9870949,0.0006677994,0.001191454,0.0001781623,0.0004775969,0.0001341782,0.000003402819,0.0001750464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01200531,"threshold_uncertainty_score":0.04212177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09528523382282299,"score_gpt":0.414747653531826,"score_spread":0.319462419709003,"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."}}