{"id":"W3207856011","doi":"10.1128/msystems.00604-21","title":"Chasing Ghosts: Race, Racism, and the Future of Microbiome Research","year":2021,"lang":"en","type":"article","venue":"mSystems","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of California, Irvine; Directorate for Biological Sciences; Michael Smith Health Research BC","keywords":"Microbiome; Race (biology); Racism; Human Microbiome Project; Human microbiome; Field (mathematics); Sociology; Environmental ethics; Epistemology; Engineering ethics; Data science; Biology; Bioinformatics; Computer science; Gender studies; Engineering; Philosophy","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":[0.05632848,0.0004819824,0.001297901,0.002431655,0.008934606,0.01237411,0.001444456,0.005271156,0.003514986],"category_scores_gemma":[0.03788069,0.0003617226,0.0006078465,0.001561847,0.05398379,0.02359594,0.01142912,0.01134167,0.0006417986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354006,"about_ca_system_score_gemma":0.008943426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004484683,"about_ca_topic_score_gemma":0.008094166,"domain_scores_codex":[0.9786288,0.01547012,0.0004836201,0.001480256,0.002827296,0.001110027],"domain_scores_gemma":[0.9575787,0.03031702,0.003313585,0.002894891,0.003137123,0.002758581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001700503,0.00009221385,0.01185807,0.0007196853,0.00008308588,0.0003991381,0.04088121,0.0004249141,0.002201882,0.7570606,0.01664361,0.1694654],"study_design_scores_gemma":[0.00001778587,0.0001157634,0.005897438,0.002053624,0.00003964523,0.0006155287,0.03129937,0.0005899852,0.001275847,0.8077908,0.1502033,0.0001009244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03850483,0.108392,0.02515448,0.7989442,0.005608481,0.00003636317,0.00005804166,0.00008420186,0.02321742],"genre_scores_gemma":[0.7200744,0.08677477,0.03606506,0.1398241,0.008847348,0.0001859076,0.00005404846,0.0001179532,0.008056428],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05632848,"threshold_uncertainty_score":0.2978971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612273395997968,"score_gpt":0.3166188171929338,"score_spread":0.3004960832329541,"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."}}