{"id":"W4384522242","doi":"10.1038/s41564-023-01436-5","title":"Ethical gut microbiota research in Africa","year":2023,"lang":"en","type":"letter","venue":"Nature Microbiology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Institute of General Medical Sciences","keywords":"Gut flora; Biology; Environmental ethics; Medicine; Immunology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01695576,0.0007436798,0.001454447,0.000687835,0.007227127,0.005810983,0.001883533,0.06628316,0.006082052],"category_scores_gemma":[0.05004371,0.0008392816,0.001183487,0.0005702752,0.008808032,0.006655983,0.005244884,0.05738869,0.002521361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005780743,"about_ca_system_score_gemma":0.01028616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004474382,"about_ca_topic_score_gemma":0.008373977,"domain_scores_codex":[0.9895572,0.0042755,0.0008466992,0.0009734566,0.002269923,0.002077196],"domain_scores_gemma":[0.9675372,0.02126889,0.001402039,0.0009627364,0.00267164,0.006157525],"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":[0.00008399476,0.00004758507,0.0005069815,0.0001418667,0.00003118433,0.002239974,0.0005972833,0.00005330668,0.0004037709,0.01946845,0.9637969,0.01262854],"study_design_scores_gemma":[0.0002150392,0.00006908302,0.000995558,0.0006247967,0.00003884293,0.001429714,0.001272709,0.0002577706,0.0003453008,0.05249419,0.9421932,0.00006375233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002256911,0.002166077,0.0001005902,0.9750117,0.02112639,0.000006709882,0.000009374157,0.000005682521,0.001347746],"genre_scores_gemma":[0.004778482,0.001412443,0.0001799551,0.9545947,0.0343792,0.00003527997,0.000008106481,0.00001419679,0.004597556],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06628316,"threshold_uncertainty_score":0.08967173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035923278477663,"score_gpt":0.3741691545717099,"score_spread":0.3238099217869333,"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."}}