{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225279,0.0004899461,0.0007270918,0.0005744781,0.001202247,0.002751768,0.0005572609,0.002208299,0.00509164],"category_scores_gemma":[0.001483897,0.000197309,0.0003487827,0.0004596226,0.003621328,0.004290717,0.002109502,0.004094942,0.001354097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005626407,"about_ca_system_score_gemma":0.0008835395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003576132,"about_ca_topic_score_gemma":0.0008562347,"domain_scores_codex":[0.9995895,0.0001446368,0.0000151297,0.0000536527,0.0001165145,0.00008048749],"domain_scores_gemma":[0.9994147,0.0001497211,0.00006882534,0.00007145068,0.00009683848,0.0001984107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008941253,0.0002801169,0.004109197,0.002702473,0.0002455775,0.001058182,0.001980619,0.0006440672,0.0783608,0.1650993,0.09502532,0.6496002],"study_design_scores_gemma":[0.0001022189,0.0006088986,0.004381652,0.001329343,0.0001666407,0.002491507,0.002555819,0.0006630638,0.01693758,0.1828944,0.7877726,0.0000962715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.03829309,0.755928,0.01846664,0.149663,0.01359557,0.00003832833,0.0002156391,0.0003472062,0.02345246],"genre_scores_gemma":[0.3791829,0.4820243,0.03725662,0.05382204,0.01258573,0.00007200555,0.0001778858,0.0001528719,0.03472561],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00509164,"threshold_uncertainty_score":0.01703322,"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."}}