{"id":"W4312251103","doi":"10.26443/mjm.v20i2.853","title":"Epistemic and ethical considerations in the direct-to-consumer health and ancestry genetic testing process","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Genetic testing; Context (archaeology); Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1470155,0.0004754166,0.0006435191,0.001426269,0.01191366,0.01306055,0.002255809,0.01496495,0.003882223],"category_scores_gemma":[0.1475113,0.0006923965,0.0007835563,0.001437907,0.06353233,0.01251292,0.01398133,0.01098794,0.0007018105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117165,"about_ca_system_score_gemma":0.02215539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005641668,"about_ca_topic_score_gemma":0.004583399,"domain_scores_codex":[0.7596233,0.2038863,0.004130102,0.005725944,0.022173,0.004461452],"domain_scores_gemma":[0.7127996,0.258706,0.007161376,0.006256236,0.01085598,0.004220767],"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":[0.00007254705,0.00008527913,0.003091184,0.0003400674,0.0000239406,0.002273294,0.3548808,0.0003018238,0.0007815976,0.6016239,0.007319517,0.02920602],"study_design_scores_gemma":[0.00005282097,0.0001053693,0.00231539,0.001945182,0.00003909503,0.001838644,0.1808346,0.0009393431,0.00155549,0.5546821,0.255577,0.0001150466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1566849,0.009663938,0.07289244,0.5146676,0.001228703,0.001168275,0.0001440279,0.0000853756,0.2434648],"genre_scores_gemma":[0.9310991,0.002125386,0.02338414,0.03407869,0.000455463,0.0008018553,0.00004506504,0.00005551887,0.00795482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1470155,"threshold_uncertainty_score":0.7775016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05874484951241515,"score_gpt":0.3580069646980493,"score_spread":0.2992621151856341,"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."}}