{"id":"W2055737455","doi":"10.3389/fmicb.2011.00190","title":"Human Health and Disease in a Microbial World","year":2011,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Human health; Disease; Biology; Biotechnology; Environmental health; Medicine","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":[0.004879884,0.003242733,0.001863637,0.002457972,0.001469739,0.005411697,0.001766951,0.0059195,0.03957127],"category_scores_gemma":[0.00650807,0.0006272586,0.001225936,0.0007839634,0.00227745,0.003302483,0.001800284,0.008671123,0.01208789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660201,"about_ca_system_score_gemma":0.001624498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009373781,"about_ca_topic_score_gemma":0.002440224,"domain_scores_codex":[0.9981892,0.0003374877,0.000146537,0.0002656904,0.0008557767,0.0002053662],"domain_scores_gemma":[0.989926,0.003356799,0.000558265,0.0003644952,0.003080141,0.00271435],"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":[0.00004354488,0.00001100065,0.00003932178,0.0002309089,0.00001323302,0.0000731839,0.00002529025,0.0000165529,0.0001211627,0.0006916791,0.9887335,0.01000042],"study_design_scores_gemma":[0.00002957016,0.00003685513,0.000337179,0.0003090938,0.00002898467,0.0001573529,0.000105147,0.00006160799,0.0001277433,0.001364182,0.9974307,0.00001155865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.00007811409,0.01150088,0.000103645,0.03018405,0.9545135,0.00001342757,0.00005951244,0.00004601814,0.003500741],"genre_scores_gemma":[0.0009599208,0.00739594,0.0001040547,0.008388994,0.9716243,0.000009966723,0.00003092871,0.00002070144,0.01146522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03957127,"threshold_uncertainty_score":0.1323791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249448111947902,"score_gpt":0.2499100411353263,"score_spread":0.2374155600158473,"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."}}