{"id":"W6902443820","doi":"10.6084/m9.figshare.c.6585301","title":"Impact of the gut microbiota and associated metabolites on cardiometabolic traits, chronic diseases and human longevity: a Mendelian randomization study","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Mendelian randomization; Gut flora; Dysbiosis; Metabolome; Observational study; Disease; Metabolic syndrome; Causality (physics)","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":[0.02801347,0.001121331,0.001639183,0.0007303663,0.0007277292,0.0007987486,0.001124789,0.001346542,0.003878846],"category_scores_gemma":[0.04235185,0.0005140763,0.002378082,0.0009914162,0.001039339,0.0005965655,0.0007206443,0.0008257224,0.0002711854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005024148,"about_ca_system_score_gemma":0.001028897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732655,"about_ca_topic_score_gemma":0.001199108,"domain_scores_codex":[0.9574202,0.03370182,0.001311063,0.004701089,0.002119299,0.0007463925],"domain_scores_gemma":[0.9712718,0.01572615,0.00330544,0.008385614,0.0009044794,0.0004065744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1497909,0.004380343,0.5323691,0.002349129,0.05545278,0.005258342,0.001945835,0.01531705,0.04025204,0.04733105,0.01091268,0.1346407],"study_design_scores_gemma":[0.0294045,0.05615548,0.5625635,0.0006126258,0.04644013,0.008899825,0.0006723926,0.2090443,0.01824229,0.04675542,0.0205643,0.0006452593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8256739,0.001336311,0.1668687,0.0005746039,0.0003773494,0.001855525,0.001399067,0.0005335194,0.001381057],"genre_scores_gemma":[0.9627588,0.0001516592,0.0342833,0.0002599062,0.0000679135,0.001399502,0.0003850597,0.00005237054,0.0006414795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02801347,"threshold_uncertainty_score":0.1481512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152245889218826,"score_gpt":0.2656270179200155,"score_spread":0.2504024289981329,"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."}}