{"id":"W4295138668","doi":"10.1016/j.bbrc.2022.09.026","title":"Happy ageing by trusting our gut microbes","year":2022,"lang":"en","type":"review","venue":"Biochemical and Biophysical Research Communications","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"UK Dementia Research Institute; Canadian Institute for Advanced Research","keywords":"Gut flora; Ageing; Biology; Disconnection; Disease; Secretion; Immunology; Medicine; Genetics; Endocrinology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328477,0.001239854,0.001344625,0.001190963,0.0005166449,0.001995707,0.0008514597,0.002724,0.003937619],"category_scores_gemma":[0.002005648,0.000263502,0.0003097148,0.001134219,0.001505832,0.002292148,0.00156495,0.00392244,0.002947312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088488,"about_ca_system_score_gemma":0.001361599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006257,"about_ca_topic_score_gemma":0.002232868,"domain_scores_codex":[0.999637,0.00009335268,0.00003734052,0.00004795861,0.0001314034,0.00005292026],"domain_scores_gemma":[0.9994128,0.0002962673,0.00005753271,0.00002409338,0.0001151186,0.00009425987],"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":[0.00009306732,0.00004539439,0.0001015756,0.00592251,0.00006055769,0.0001804345,0.0001311885,0.0001269864,0.0008657815,0.01147096,0.1609241,0.8200774],"study_design_scores_gemma":[0.00001410273,0.00003072802,0.0002111129,0.00142802,0.0000269898,0.0003590453,0.00006674403,0.00002347377,0.0001352447,0.003326771,0.9943677,0.00001001062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005826305,0.9938717,0.0002150155,0.002124795,0.002557373,0.000003012059,0.00001140157,0.0000100317,0.001148431],"genre_scores_gemma":[0.0008347613,0.9926883,0.0002504597,0.00196367,0.002238689,0.000011801,0.00002295617,0.000004318546,0.001985036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003937619,"threshold_uncertainty_score":0.01317269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1938510762362362,"score_gpt":0.469706897959161,"score_spread":0.2758558217229248,"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."}}