{"id":"W4408363074","doi":"10.1016/j.chom.2025.02.012","title":"Rewild your gut: Fighting modern diseases with ancient microbes","year":2025,"lang":"en","type":"article","venue":"Cell Host & Microbe","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Biology; Microbiology; Computational biology","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":[0.00007856082,0.0002579741,0.0002172033,0.00007686971,0.0002379757,0.00005994274,0.0002805496,0.000151778,0.00003173934],"category_scores_gemma":[0.00001351839,0.0002243006,0.0001047792,0.0001619468,0.00009846134,0.000004925621,0.0002044305,0.0001396773,0.00003523723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004134685,"about_ca_system_score_gemma":0.0002935196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004750925,"about_ca_topic_score_gemma":0.00005958751,"domain_scores_codex":[0.9985673,0.00004027033,0.000241965,0.0005829138,0.00006616864,0.0005013517],"domain_scores_gemma":[0.9991588,0.000009239542,0.00009575143,0.0005061456,0.0001068611,0.0001231755],"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":[0.00008481138,0.0001554357,0.005446923,0.0001526963,0.00002979067,0.000006857002,0.0000940294,0.00002120683,0.9636327,0.00001541647,0.02990648,0.0004536481],"study_design_scores_gemma":[0.001037803,0.0001710825,0.01307322,0.0001377888,0.00006796834,0.0000176856,0.000129487,0.00001999428,0.7346066,0.0000163262,0.2503616,0.0003605166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820246,0.01199975,0.00156592,0.0003854333,0.0002007559,0.0003121438,0.0001265321,0.00003634481,0.003348496],"genre_scores_gemma":[0.9848057,0.0003651081,0.001270694,0.002821866,0.0001353747,0.00001583086,0.0003109982,0.00003727646,0.01023713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2290262,"threshold_uncertainty_score":0.9146711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005188919831896929,"score_gpt":0.2361350052025654,"score_spread":0.2309460853706685,"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."}}