{"id":"W4402288943","doi":"10.1210/endrev/bnae025","title":"Postbiotic Impact on Host Metabolism and Immunity Provides Therapeutic Potential in Metabolic Disease","year":2024,"lang":"en","type":"review","venue":"Endocrine Reviews","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Immunity; Host (biology); Disease; Biology; Immunology; Medicine; Immune system; Ecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003655205,0.0003654137,0.0006207118,0.000346142,0.0001827029,0.0007058655,0.0003393746,0.0006507157,0.003576166],"category_scores_gemma":[0.000299223,0.00009549492,0.0004295345,0.0001642744,0.0002029386,0.000604061,0.0004110795,0.001554624,0.0008183304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002697218,"about_ca_system_score_gemma":0.000407951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216042,"about_ca_topic_score_gemma":0.0007670171,"domain_scores_codex":[0.9998703,0.00003984756,0.00001497128,0.0000148372,0.00003463363,0.00002534866],"domain_scores_gemma":[0.9998877,0.00003213645,0.00002119051,0.000007436895,0.00003150688,0.00001998437],"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":[0.001566125,0.0005078763,0.00165588,0.01020467,0.0002556397,0.001011011,0.00019142,0.0006335276,0.1947207,0.009785909,0.01631495,0.7631523],"study_design_scores_gemma":[0.0002570126,0.003034907,0.01192341,0.002982523,0.0006610724,0.003479858,0.0002642922,0.00092586,0.07075394,0.008541425,0.8971028,0.00007303206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02599481,0.9488602,0.005698758,0.006339249,0.001787177,0.00007608658,0.0002790278,0.0001525701,0.01081218],"genre_scores_gemma":[0.1737872,0.7915532,0.01282519,0.004485906,0.002331969,0.0001482172,0.0005595653,0.00006382984,0.0142448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003576166,"threshold_uncertainty_score":0.01196343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03281115745302139,"score_gpt":0.3778726847536666,"score_spread":0.3450615273006452,"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."}}