{"id":"W1981140942","doi":"10.1002/bies.201100030","title":"Harvesting the biological potential of the human gut microbiome","year":2011,"lang":"en","type":"review","venue":"BioEssays","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research","keywords":"Microbiome; Gut microbiome; Immune system; Intestinal Microbiome; Biology; Computational biology; Bioinformatics; Immunology","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":[0.00111969,0.001435353,0.001428461,0.00181515,0.0004363529,0.001509248,0.001101138,0.002204548,0.003072152],"category_scores_gemma":[0.001126973,0.0004244146,0.0004712244,0.001939705,0.001613027,0.003188977,0.001469228,0.002893043,0.003127807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097042,"about_ca_system_score_gemma":0.001108329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009946967,"about_ca_topic_score_gemma":0.001707658,"domain_scores_codex":[0.999696,0.00005398707,0.00002460154,0.00005786491,0.0001379232,0.00002967985],"domain_scores_gemma":[0.9993793,0.0003472069,0.00005177709,0.00003219785,0.0001327982,0.00005659997],"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":[0.00006729813,0.00004600548,0.0001598816,0.006360179,0.00004456759,0.0001596512,0.00004780069,0.0004724693,0.0076826,0.01394965,0.02839873,0.9426112],"study_design_scores_gemma":[0.00001012661,0.0000486746,0.0004870518,0.001091025,0.00002811308,0.0006656866,0.00005658681,0.0001185108,0.002134418,0.007835463,0.9874989,0.00002540362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001149702,0.9969554,0.000564847,0.0004522091,0.0003546496,0.000003152869,0.00001167345,0.000007994912,0.001535074],"genre_scores_gemma":[0.0006911306,0.9972239,0.0004747807,0.0002490786,0.0002644761,0.000006802138,0.00002330887,0.000002407471,0.001064235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003072152,"threshold_uncertainty_score":0.01027733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07991305241051186,"score_gpt":0.3292561751729409,"score_spread":0.249343122762429,"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."}}