{"id":"W4200258700","doi":"10.1021/acs.chemrestox.1c00344","title":"Power in Numbers: The Gut Microbiome Takes the Spotlight","year":2021,"lang":"en","type":"article","venue":"Chemical Research in Toxicology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Environmental Health Sciences","keywords":"Microbiome; Gut microbiome; Computational biology; Power (physics); Biology; Evolutionary biology; Genetics; 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":[0.003370072,0.0009511251,0.00140147,0.001542931,0.002486856,0.01144764,0.001397358,0.00347091,0.04274631],"category_scores_gemma":[0.01083701,0.0005020844,0.0006206337,0.00136468,0.01012313,0.0209466,0.006285889,0.0089471,0.009641922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580215,"about_ca_system_score_gemma":0.002464365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001596799,"about_ca_topic_score_gemma":0.002475884,"domain_scores_codex":[0.9979949,0.0004557309,0.00008854552,0.0003758909,0.0008444936,0.0002405051],"domain_scores_gemma":[0.9942661,0.001993634,0.0003677397,0.0005653005,0.001073274,0.001733935],"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":[0.0005648642,0.00009329815,0.008282089,0.001186138,0.0001938359,0.0005885136,0.002494811,0.0005851144,0.01480037,0.2461063,0.3620183,0.3630864],"study_design_scores_gemma":[0.00003695546,0.0001442325,0.005075688,0.0008135875,0.00004832885,0.0005807806,0.003540765,0.000343015,0.001531638,0.2527913,0.7350089,0.00008486192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0302093,0.1753264,0.02097634,0.6338407,0.05144436,0.00005215074,0.00148668,0.001398468,0.08526561],"genre_scores_gemma":[0.3771254,0.2279514,0.0246765,0.2197563,0.06284753,0.000184697,0.001157569,0.001841504,0.08445919],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04274631,"threshold_uncertainty_score":0.1430007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024157593942667,"score_gpt":0.3927023549667931,"score_spread":0.3424607790273664,"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."}}