{"id":"W4296793567","doi":"10.1111/epi.17418","title":"Gene panel to guide antiseizure medication prescribing: Does the cost justify the benefits?","year":2022,"lang":"en","type":"article","venue":"Epilepsia","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pharmacogenetics; Medicine; Pharmacogenomics; Intensive care medicine; Health care; Genetic testing; Pharmacology; Internal medicine","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":[0.009642277,0.0006583582,0.001419277,0.001639744,0.0004517555,0.003434205,0.001442325,0.003089719,0.01915994],"category_scores_gemma":[0.05608459,0.0003619539,0.001483638,0.00145963,0.0008509224,0.003016392,0.0009119058,0.003096809,0.003421857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003565178,"about_ca_system_score_gemma":0.00519171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686756,"about_ca_topic_score_gemma":0.01992721,"domain_scores_codex":[0.9941673,0.003631021,0.0003407119,0.0003280312,0.00116739,0.0003655539],"domain_scores_gemma":[0.9729392,0.01864218,0.001619056,0.001276801,0.004241578,0.001281133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002166803,0.0006505421,0.03725769,0.001203984,0.00135231,0.0006851731,0.0002401753,0.03164683,0.0007976806,0.04385788,0.1469257,0.7332153],"study_design_scores_gemma":[0.003388216,0.002421768,0.1013171,0.01424061,0.003834931,0.003769335,0.002525332,0.1782361,0.003849911,0.2621827,0.4235922,0.0006420088],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07406337,0.04461149,0.05229828,0.7288048,0.004516279,0.0007141148,0.004313345,0.0005463887,0.09013194],"genre_scores_gemma":[0.829775,0.02879837,0.06253584,0.0630332,0.003216256,0.0004251091,0.00208231,0.0003265386,0.009807353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01915994,"threshold_uncertainty_score":0.06409639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071607564209882,"score_gpt":0.2557935413599879,"score_spread":0.2350774657178891,"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."}}