{"id":"W2276182404","doi":"10.2105/ajph.2015.302989","title":"The Human Microbiome and Public Health: Social and Ethical Considerations","year":2016,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microbiome; Public health; Human microbiome; Human health; Engineering ethics; Environmental health; Medicine; Biology; Bioinformatics; Engineering","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":[0.1262821,0.0008456164,0.001863355,0.001348386,0.01140975,0.01508287,0.002907432,0.02311896,0.00452566],"category_scores_gemma":[0.1412438,0.0006346569,0.0007778135,0.001281025,0.07102413,0.01260403,0.01140216,0.02327318,0.0008840789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00482837,"about_ca_system_score_gemma":0.02042179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444323,"about_ca_topic_score_gemma":0.003552906,"domain_scores_codex":[0.8674872,0.1015923,0.004426349,0.005727015,0.01632288,0.004444273],"domain_scores_gemma":[0.8184425,0.1359445,0.007336781,0.01430072,0.01234553,0.01163012],"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":[0.00008300332,0.0001184845,0.001893394,0.0002655002,0.0000530299,0.0008462165,0.01047229,0.0005745866,0.0007785808,0.8858305,0.06260274,0.03648169],"study_design_scores_gemma":[0.00004215378,0.00008701185,0.001044424,0.001139452,0.00003237984,0.001043556,0.008851252,0.0008526995,0.0004660877,0.7492498,0.2371018,0.00008942049],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004516394,0.01146842,0.009139495,0.9526321,0.004070409,0.0001136213,0.00005008517,0.00002752574,0.01798202],"genre_scores_gemma":[0.4093572,0.01957342,0.03344839,0.5050955,0.02045816,0.001227788,0.0001010184,0.0001110849,0.0106274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1262821,"threshold_uncertainty_score":0.6678516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06094098421508448,"score_gpt":0.3615726458501815,"score_spread":0.300631661635097,"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."}}