{"id":"W3006908109","doi":"10.1080/14636778.2020.1730165","title":"Clinical usefulness of genetic testing for drug toxicity in cancer care: decision-makers’ framing, knowledge and perceptions","year":2020,"lang":"en","type":"article","venue":"New Genetics and Society","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Pharmacogenomics; Genetic testing; Perception; Ethnic group; Medicine; Pharmacogenetics; Drug; Context (archaeology); Risk perception; Psychology; Pharmacology; Political science; Internal medicine; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06156116,0.0003609441,0.0005520468,0.002211557,0.003391124,0.008902952,0.001012549,0.002351627,0.001616384],"category_scores_gemma":[0.1158338,0.0004344139,0.0005614576,0.001170349,0.01153036,0.004404711,0.004704926,0.003881004,0.0001351642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006363061,"about_ca_system_score_gemma":0.006837545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009632133,"about_ca_topic_score_gemma":0.008017029,"domain_scores_codex":[0.9196977,0.06688464,0.002564782,0.001548454,0.006841277,0.002463137],"domain_scores_gemma":[0.797235,0.1753876,0.0154171,0.002259192,0.005563166,0.004138039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000326146,0.0002130441,0.1505365,0.000353753,0.0001313279,0.001383242,0.7954828,0.0006792116,0.0009902411,0.01050582,0.001167631,0.03823035],"study_design_scores_gemma":[0.00007476259,0.000430449,0.0581196,0.0007514105,0.0001037896,0.0008813518,0.9104524,0.002032228,0.001030605,0.01385783,0.01211012,0.0001554649],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711716,0.0008616957,0.001948618,0.01673389,0.00006133295,0.00006000184,0.00003370662,0.000006013098,0.009123103],"genre_scores_gemma":[0.9987403,0.0001888034,0.0003242179,0.0006115152,0.00002009471,0.00001228738,0.0000092072,0.000002009177,0.00009151774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06156116,"threshold_uncertainty_score":0.3255705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1749659269598466,"score_gpt":0.4735249754992381,"score_spread":0.2985590485393915,"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."}}