{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007141875,0.0001161659,0.0002772464,0.00003138099,0.00009543212,0.000007428934,0.00008965428,0.0001350278,0.00005766117],"category_scores_gemma":[0.0002649112,0.00007967121,0.00003047689,0.00006390236,0.0004340593,0.000003246413,0.00008293839,0.00008951989,8.656373e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001459071,"about_ca_system_score_gemma":0.0002596242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006021098,"about_ca_topic_score_gemma":0.0006163936,"domain_scores_codex":[0.9989932,0.0001766318,0.0002861489,0.0003120887,0.00006514084,0.0001668361],"domain_scores_gemma":[0.9992506,0.00008795349,0.0001106633,0.0003020495,0.00008111038,0.0001676323],"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":[0.0004729303,0.0000183126,0.006043104,0.0002880204,0.00002237064,0.000002852653,0.0005762163,0.000003115197,0.9834044,0.0003222163,0.008680061,0.0001663949],"study_design_scores_gemma":[0.1334252,0.003867515,0.07417076,0.001470978,0.001252669,0.004544029,0.01605778,0.0007115632,0.1568772,0.01064713,0.5951685,0.001806627],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735612,0.01834832,0.0006780408,0.0067928,0.00007923628,0.0003337948,0.00002658379,0.000008493094,0.0001715882],"genre_scores_gemma":[0.9889204,0.005073749,0.001256591,0.003054846,0.0004355161,0.00001491389,0.0002687071,0.00001402731,0.0009612737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8265272,"threshold_uncertainty_score":0.3248898,"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."}}