{"id":"W3129001574","doi":"10.1007/s13318-020-00661-1","title":"Feasibility of Using Oral Fluid for Therapeutic Drug Monitoring of Antiepileptic Drugs","year":2021,"lang":"en","type":"review","venue":"European Journal of Drug Metabolism and Pharmacokinetics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lacosamide; Lamotrigine; Therapeutic drug monitoring; Oxcarbazepine; Levetiracetam; Carbamazepine; Topiramate; Primidone; Valproic Acid; Epilepsy; Phenytoin; Intensive care medicine; Pharmacology; Drug; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002451262,0.0004428852,0.002956948,0.0003586619,0.00006134953,0.00002955668,0.0002854824,0.00004690091,0.0000349024],"category_scores_gemma":[0.0001250016,0.0003128322,0.001062817,0.0003552189,0.0001862229,0.00008520476,0.0001230175,0.0005838553,0.000001010629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000462724,"about_ca_system_score_gemma":0.0004845977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003603875,"about_ca_topic_score_gemma":4.888283e-8,"domain_scores_codex":[0.995629,0.001362227,0.001744203,0.0002952033,0.0006150297,0.0003544069],"domain_scores_gemma":[0.9967026,0.0003768227,0.001354076,0.0003624645,0.0008321671,0.0003719438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00037393,0.0007764017,0.002002168,0.02545911,0.002817907,0.0002655284,0.0008118735,0.000009010529,0.001050713,0.00002644296,0.0003569046,0.96605],"study_design_scores_gemma":[0.01311915,0.000643111,0.002210023,0.03388062,0.03707148,0.0008264926,0.0006080774,0.00008058153,0.00588045,0.00004192224,0.904912,0.0007261153],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03943047,0.9586755,0.0001289459,0.00003403953,0.0007426095,0.0007532145,0.0001249314,0.000005626268,0.0001046489],"genre_scores_gemma":[0.0360163,0.9574569,0.005384643,0.00001341996,0.0008875111,0.000002321637,0.00001892671,0.00009761442,0.0001224088],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9653239,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1336271590578462,"score_gpt":0.4206061759110071,"score_spread":0.2869790168531609,"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."}}