{"id":"W4386379235","doi":"10.3389/fnins.2023.1237177","title":"Antibiotic-induced gut dysbiosis and cognitive, emotional, and behavioral changes in rodents: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Neuroscience","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institutes of Health","keywords":"Anxiety; Gut flora; Meta-analysis; Cognition; Clinical psychology; Dysbiosis; Publication bias; Medicine; Gut–brain axis; Psychology; Internal medicine; Psychiatry; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006386637,0.0003515388,0.002787659,0.0004895001,0.00007918653,0.00006948037,0.0002228706,0.00020225,0.000001701858],"category_scores_gemma":[0.0002203675,0.0002772669,0.0002345941,0.001012255,0.000185108,0.00001001953,0.0002546366,0.0001995465,7.204343e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001898623,"about_ca_system_score_gemma":0.00007610756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003114933,"about_ca_topic_score_gemma":0.0001742942,"domain_scores_codex":[0.9976093,0.0003985523,0.0005514945,0.0009721321,0.0001498575,0.000318654],"domain_scores_gemma":[0.9992257,0.00002755128,0.000312909,0.0002879546,0.00003609939,0.0001097893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000005098558,0.0001755334,0.001357579,0.9900253,0.003927543,0.00006543609,0.0000712246,1.622809e-7,0.0007927484,0.000005908017,0.0004490076,0.003124468],"study_design_scores_gemma":[0.0008223135,0.0008607077,0.006316159,0.1061052,0.875563,0.0003395104,0.0002464083,0.0000488618,0.00005511811,0.00001315314,0.007308541,0.002321036],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001256045,0.9967403,0.00002827022,0.0001010274,0.0001089291,0.00155935,0.0001956447,0.000006643982,0.000003793224],"genre_scores_gemma":[0.001455072,0.997562,0.0001124893,0.0005004521,0.000008439523,0.00008645581,0.00006042814,0.00002380934,0.0001908415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8839201,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1260497979888878,"score_gpt":0.3912484046439542,"score_spread":0.2651986066550664,"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."}}