{"id":"W3216925343","doi":"10.1080/14636778.2021.1997576","title":"The omics of our lives: practices and policies of direct-to-consumer epigenetic and microbiomic testing companies","year":2021,"lang":"en","type":"article","venue":"New Genetics and Society","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Institute of Genetics; National Institute for Health and Care Research; Genome Canada","keywords":"Scrutiny; Omics; Promotion (chess); Product (mathematics); Service (business); Data science; Genetic testing; Internet privacy; Business; Marketing; Biology; Computer science; Politics; Political science; Genetics","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":[0.0001207041,0.0001305394,0.0001754415,0.00001254798,0.0001555435,0.00005312701,0.00008152042,0.00007976781,5.465578e-7],"category_scores_gemma":[0.000180769,0.0001157477,0.00005972955,0.0000755319,0.0001971965,0.000002449404,0.0001919536,0.00004427653,1.413463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003331826,"about_ca_system_score_gemma":0.0001560747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007191981,"about_ca_topic_score_gemma":0.00006277478,"domain_scores_codex":[0.9992167,0.000047393,0.0002283172,0.0002641803,0.00007476187,0.0001686474],"domain_scores_gemma":[0.9991904,0.00007638643,0.0001860621,0.0002224605,0.000190427,0.0001342502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002898857,0.00005656427,0.03448483,0.0001411756,0.0001188029,4.170915e-7,0.001264536,0.00002648677,0.9586213,0.00002642752,0.001351986,0.00387845],"study_design_scores_gemma":[0.001500178,0.0004739719,0.1287733,0.00008166424,0.0002647646,0.00004083822,0.0132983,0.0002766495,0.8369189,0.0005336005,0.01742269,0.0004151522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9450178,0.0542625,0.00006124684,0.0003193752,0.00005682658,0.0001171109,0.00006169973,0.000003085481,0.0001003987],"genre_scores_gemma":[0.9492227,0.04158479,0.008676006,0.0002066124,0.000113929,0.000003118261,0.0000148713,0.00001465969,0.0001632744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1217024,"threshold_uncertainty_score":0.4720054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218745864332597,"score_gpt":0.2830581313813956,"score_spread":0.2611835449481359,"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."}}