{"id":"W3124427543","doi":"10.1186/s12916-021-01910-z","title":"When a pandemic and an epidemic collide: COVID-19, gut microbiota, and the double burden of malnutrition","year":2021,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research; Canadian Institute for Advanced Research","keywords":"Overnutrition; Malnutrition; Medicine; Microbiome; Pandemic; Environmental health; Gut flora; Dysbiosis; Obesity; Double burden; Disease; Overweight; Immunology; Coronavirus disease 2019 (COVID-19); Biology; Infectious disease (medical specialty); Bioinformatics","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":[0.002238234,0.0007205936,0.0008448879,0.001023544,0.001897,0.005960611,0.0006624726,0.00468328,0.01816144],"category_scores_gemma":[0.006720614,0.000299897,0.0007923133,0.001079024,0.001799347,0.004860849,0.004327677,0.005942365,0.004268664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313499,"about_ca_system_score_gemma":0.002951852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003469315,"about_ca_topic_score_gemma":0.005533574,"domain_scores_codex":[0.9982919,0.0006693673,0.00009468525,0.0002922929,0.0003012071,0.0003505439],"domain_scores_gemma":[0.9972891,0.0007835507,0.0005259352,0.00009175915,0.0004992001,0.0008105446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006540601,0.0001094152,0.0256318,0.00353081,0.0002181131,0.002825684,0.005062827,0.0002407961,0.002152927,0.01675968,0.7416419,0.2011721],"study_design_scores_gemma":[0.00006038236,0.0003123561,0.04460198,0.01226084,0.0002771133,0.006005307,0.02135005,0.0004651821,0.001040956,0.04833575,0.8650489,0.0002413289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02251281,0.2606685,0.002282884,0.64762,0.04459294,0.00008751147,0.002687552,0.0003416022,0.01920613],"genre_scores_gemma":[0.1919843,0.4128775,0.005062,0.2749407,0.08699396,0.0002066728,0.003461614,0.0002985848,0.02417471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01816144,"threshold_uncertainty_score":0.06075609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429352237804927,"score_gpt":0.34448548973337,"score_spread":0.3001919673553207,"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."}}