{"id":"W4416338190","doi":"10.1080/15265161.2025.2570656","title":"The Value of Genomic Information: Quality Over Quantity","year":2025,"lang":"en","type":"article","venue":"The American Journal of Bioethics","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Quality (philosophy); Value (mathematics); Term (time); Production (economics); Set (abstract data type)","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":[0.05050728,0.0006546215,0.001522045,0.008239004,0.001363621,0.01566808,0.002247332,0.003059041,0.006501568],"category_scores_gemma":[0.1824713,0.0006702294,0.0007437812,0.008411363,0.01167119,0.01393935,0.004314456,0.003150409,0.002544409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004610675,"about_ca_system_score_gemma":0.004706978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877066,"about_ca_topic_score_gemma":0.001985475,"domain_scores_codex":[0.949277,0.0275498,0.003390197,0.002164449,0.01702715,0.0005913734],"domain_scores_gemma":[0.7280932,0.2050627,0.0134221,0.02005976,0.03043023,0.002932003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006220138,0.00006621336,0.02352792,0.004401781,0.0007281202,0.0004892468,0.002966433,0.00219577,0.002246009,0.2560281,0.07896172,0.6277667],"study_design_scores_gemma":[0.000103291,0.0002411073,0.01605837,0.006418828,0.000392117,0.001555484,0.002801774,0.002666507,0.002126301,0.671424,0.2959971,0.000215148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02733148,0.2316866,0.1070401,0.544486,0.009491421,0.0002365382,0.00530322,0.0005799002,0.07384466],"genre_scores_gemma":[0.6265107,0.1413198,0.1208347,0.07204474,0.02361433,0.0003006874,0.003352202,0.0009901987,0.01103261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05050728,"threshold_uncertainty_score":0.2671112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539212677822669,"score_gpt":0.3387597178080584,"score_spread":0.3233675910298317,"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."}}