{"id":"W3159799632","doi":"10.1002/0471266949.bmc297","title":"The Gut Microbiome","year":2021,"lang":"en","type":"other","venue":"Burger's Medicinal Chemistry and Drug Discovery","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microbiome; Pace; Enthusiasm; Gut microbiome; Multidisciplinary approach; Biology; Data science; Engineering ethics; Psychology; Bioinformatics; Geography; Computer science; Engineering; Sociology; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002212475,0.0003723052,0.0003479515,0.00001811963,0.0001826603,0.00008840814,0.0002614802,0.0004007936,0.0003767023],"category_scores_gemma":[0.00006319256,0.0002719329,0.0001479247,0.00007687433,0.000371542,0.000002325667,0.0002167996,0.0002882649,0.00000602595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001855193,"about_ca_system_score_gemma":0.0003488987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001066282,"about_ca_topic_score_gemma":0.00006482484,"domain_scores_codex":[0.9984815,0.00004652819,0.000273505,0.0006105196,0.0001560864,0.000431882],"domain_scores_gemma":[0.9989702,0.00003266644,0.0001952925,0.0005944144,0.00003281823,0.0001745795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002756785,0.00002494518,0.00008822257,0.0003423355,0.00008884858,0.00002150936,0.0000114091,5.361164e-8,0.433374,0.000007748266,0.5655959,0.0004173992],"study_design_scores_gemma":[0.000334872,0.00001759115,0.00009180808,0.0004185358,0.00005278143,0.0001462732,0.0002162597,4.218667e-7,0.03603405,0.00001277825,0.9623493,0.0003253226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05998913,0.3469396,0.000151791,0.003700838,0.002347941,0.0006695428,0.0005676252,0.00009522706,0.5855383],"genre_scores_gemma":[0.01468451,0.015237,0.00004510037,0.000646629,0.002441489,0.00002216543,0.001410034,0.0002050346,0.965308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.39734,"threshold_uncertainty_score":0.9999733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004778401315590653,"score_gpt":0.2371865748631494,"score_spread":0.2324081735475588,"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."}}