{"id":"W2163182875","doi":"10.2147/btt.s19099","title":"Gut microbiota: next frontier in understanding human health and development of biotherapeutics","year":2011,"lang":"en","type":"article","venue":"Biologics","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Gut flora; Dysbiosis; Human health; Disease; Biology; Microbiome; Immunology; Medicine; Computational biology; Biotechnology; Bioinformatics; Environmental health; Pathology","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":[0.001817287,0.0006350094,0.001561334,0.000947988,0.0005134384,0.00265604,0.0007285356,0.001993635,0.00347699],"category_scores_gemma":[0.001725718,0.0002408382,0.0005360203,0.0007570577,0.00226853,0.003471116,0.001551039,0.004483819,0.001450056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131076,"about_ca_system_score_gemma":0.003080381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106726,"about_ca_topic_score_gemma":0.001171201,"domain_scores_codex":[0.9991546,0.0003490621,0.00004366631,0.0001023387,0.0002431944,0.000107059],"domain_scores_gemma":[0.9989792,0.0003995802,0.0001212288,0.00008372261,0.0002352492,0.0001810671],"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":[0.0002839168,0.0001710479,0.002321607,0.008282583,0.0001715566,0.00054801,0.0006621098,0.001175677,0.02832932,0.1572476,0.05409722,0.7467094],"study_design_scores_gemma":[0.00002261281,0.00027545,0.002188396,0.00288283,0.0001012094,0.0008411171,0.0006563484,0.0008296475,0.00534618,0.08586543,0.9009374,0.00005350658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002318921,0.9470549,0.008610434,0.03360668,0.00228813,0.00001896622,0.00009644976,0.0001126117,0.005892877],"genre_scores_gemma":[0.03213877,0.9471204,0.008063287,0.006801025,0.002372529,0.00005055129,0.00008187127,0.00003080173,0.003340757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00347699,"threshold_uncertainty_score":0.01163167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2195514684969642,"score_gpt":0.317449249958028,"score_spread":0.09789778146106384,"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."}}