{"id":"W2056191171","doi":"10.4161/gmic.29810","title":"Emerging science of the human microbiome","year":2014,"lang":"en","type":"review","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Micropharma (Canada)","funders":"","keywords":"Microbiome; Biology; Human microbiome; Computational biology; Disease; Human Microbiome Project; Gut microbiome; Metagenomics; Human health; Gene; Bioinformatics; Genetics; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000485524,0.0003399323,0.0007943664,0.0001580759,0.0003464539,0.00003476641,0.001294543,0.0002887179,0.00002460651],"category_scores_gemma":[0.00003999413,0.000229914,0.0005042596,0.0004110356,0.0006831872,0.000002417172,0.0006633754,0.0002219853,0.00003309951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453096,"about_ca_system_score_gemma":0.000643487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000033947,"about_ca_topic_score_gemma":0.00002203385,"domain_scores_codex":[0.9981752,0.0001136576,0.0005759412,0.0005758052,0.0001095594,0.0004498195],"domain_scores_gemma":[0.9983243,0.000008877222,0.0004824178,0.0010011,0.0001135392,0.0000697393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[6.234436e-7,0.00002713176,0.000006478378,0.005022604,0.00003594184,2.199436e-7,0.00002088983,1.214038e-7,0.9524527,0.00008693064,0.00464173,0.03770461],"study_design_scores_gemma":[0.0000902403,0.00003672573,0.00002206005,0.002464346,0.0001197139,0.00005204265,0.000005739832,5.513509e-8,0.01762916,0.000007565163,0.979323,0.0002493815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003499291,0.994962,0.00001518481,0.00002421778,0.0004224022,0.0004305274,0.00007772692,0.000008552514,0.0005600598],"genre_scores_gemma":[0.001495841,0.9962072,0.0001927831,0.00009983491,0.000259028,0.00001185021,0.0001258771,0.00005209575,0.001555497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9746813,"threshold_uncertainty_score":0.937562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913978316586831,"score_gpt":0.343985960177354,"score_spread":0.3248461770114857,"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."}}