{"id":"W4282936738","doi":"10.1016/j.chom.2022.04.016","title":"Rethinking healthy eating in light of the gut microbiome","year":2022,"lang":"en","type":"review","venue":"Cell Host & Microbe","topic":"Diet and metabolism studies","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Science Foundation Ireland; Canadian Institutes of Health Research; Alberta Innovates; Fresenius Kabi; Pfizer","keywords":"Biology; Gut microbiome; Microbiome; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006351882,0.0004223021,0.002240942,0.0002932843,0.0001761715,0.00001290052,0.000427038,0.0002233542,0.0002192564],"category_scores_gemma":[0.00009569836,0.0002809796,0.0007147547,0.0009085179,0.00009780437,0.00002546688,0.0006748724,0.001073198,0.0000307557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002187382,"about_ca_system_score_gemma":0.0005378895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000795517,"about_ca_topic_score_gemma":0.00002198389,"domain_scores_codex":[0.9976455,0.0002395325,0.0009859989,0.0004616444,0.0002161239,0.0004511754],"domain_scores_gemma":[0.9983671,0.0001684055,0.0006875998,0.0006716226,0.00004303145,0.00006221623],"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":[0.00007733905,0.0009258084,0.0005100059,0.2226708,0.0005036712,0.00012396,0.01723948,1.903201e-7,0.0195431,0.0001503962,0.03135819,0.706897],"study_design_scores_gemma":[0.0004294,0.00006049624,0.00007802524,0.01538849,0.0006361807,0.00002715411,0.0001638553,5.324964e-8,0.0001609132,0.000007543921,0.9828281,0.0002198253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004775273,0.9812448,2.860594e-7,0.0002080091,0.001355125,0.001218922,0.00004285058,0.00002582234,0.01542664],"genre_scores_gemma":[0.00003596182,0.9931899,0.0002397302,0.0004594536,0.0002166638,0.00006541789,0.00006075533,0.00008328721,0.005648823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9514698,"threshold_uncertainty_score":0.9999642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04801585227027661,"score_gpt":0.3168284485445483,"score_spread":0.2688125962742717,"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."}}