{"id":"W4283653833","doi":"10.3390/nu14132654","title":"Gut Microbiota-Derived Metabolites and Cardiovascular Disease Risk: A Systematic Review of Prospective Cohort Studies","year":2022,"lang":"en","type":"review","venue":"Nutrients","topic":"Diet and metabolism studies","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gut flora; Prospective cohort study; Medicine; Disease; Cohort study; Gut–brain axis; Physiology; Bioinformatics; Environmental health; Intensive care medicine; Internal medicine; Biology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001408538,0.0006715148,0.01088942,0.0002393623,0.0001722883,0.00001237863,0.0001996863,0.00008483171,0.000039045],"category_scores_gemma":[0.003502758,0.0004414838,0.002319713,0.0006343845,0.0002412701,0.0000530958,0.0004496371,0.0003868389,0.00001396021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247237,"about_ca_system_score_gemma":0.000210763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009156153,"about_ca_topic_score_gemma":1.431424e-7,"domain_scores_codex":[0.9960309,0.0006958231,0.001326768,0.0008104762,0.0008059257,0.0003301292],"domain_scores_gemma":[0.9971014,0.0002656731,0.0008925599,0.00117177,0.0003652447,0.0002034075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001749914,0.0001784944,0.0004847143,0.9481731,0.0407325,0.00003836897,0.0001784102,7.097213e-9,2.45323e-7,0.0000259705,0.0006230281,0.00954769],"study_design_scores_gemma":[0.0004428643,0.00003432678,0.0005537705,0.4274589,0.1623377,0.00001306734,0.0001144365,2.671633e-8,2.918648e-7,0.00001047992,0.4088189,0.0002152339],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006261031,0.9872146,8.523581e-7,0.000008558578,0.0004452245,0.01157839,0.0004168221,0.0000472529,0.0002256593],"genre_scores_gemma":[0.00001379549,0.995697,0.00007105538,0.00005686007,0.0001064841,0.00347118,0.0001322638,0.00007259094,0.0003788211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5207142,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915118447957806,"score_gpt":0.3222102360059768,"score_spread":0.2830590515263987,"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."}}