{"id":"W4385356485","doi":"10.1016/j.molmed.2023.07.002","title":"The global human gut microbiome: genes, lifestyles, and diet","year":2023,"lang":"en","type":"review","venue":"Trends in Molecular Medicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":167,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Microbiome; Dysbiosis; Human microbiome; Biology; Population; Human genetic variation; Genetics; Gene; Medicine; Environmental health; Human genome; Genome","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":[0.0007271657,0.0010839,0.001831858,0.00143497,0.0002456412,0.001450566,0.0007988593,0.001449048,0.00438024],"category_scores_gemma":[0.001197987,0.0002200115,0.0004483254,0.002625475,0.0006043317,0.00128887,0.001034009,0.00197808,0.002076122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007503744,"about_ca_system_score_gemma":0.001620652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005417,"about_ca_topic_score_gemma":0.003579825,"domain_scores_codex":[0.9998032,0.00004086633,0.00001933997,0.00003760578,0.00007974843,0.00001923831],"domain_scores_gemma":[0.9994984,0.0002471183,0.00006445526,0.00001351869,0.000109832,0.00006661929],"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":[0.0001208161,0.00003935021,0.0003907286,0.009345443,0.0001281887,0.00009818737,0.00003218738,0.0002222565,0.0009111678,0.002783714,0.05353464,0.9323933],"study_design_scores_gemma":[0.00002446159,0.00006977428,0.002388956,0.005834629,0.0002088191,0.0006747455,0.00007812098,0.00008717828,0.0002228291,0.002928131,0.9874554,0.00002685378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003593481,0.9989941,0.00005771211,0.0004299874,0.0002026497,0.000001044221,0.00001537273,0.000003784627,0.000259435],"genre_scores_gemma":[0.0002241567,0.9989579,0.00007127792,0.0002203826,0.0002999465,0.000002152836,0.00001634299,6.312279e-7,0.0002072711],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00438024,"threshold_uncertainty_score":0.01465333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232034003648067,"score_gpt":0.3965599222397796,"score_spread":0.3542395822032989,"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."}}