{"id":"W4211145484","doi":"10.1177/87551225211069489","title":"A Survey of Canadian Pharmacists’ Knowledge and Comfort in the Management of Epilepsy and Antiepileptic Drugs","year":2022,"lang":"en","type":"article","venue":"Journal of Pharmacy Technology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Epilepsy; Medical prescription; Medicine; Family medicine; Graduation (instrument); Demographics; Antiepileptic drug; Neurology; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001384196,0.0002050169,0.0002653983,0.001191625,0.001811283,0.0007335603,0.0005568224,0.0004173856,0.003135061],"category_scores_gemma":[0.005426663,0.0002417963,0.0004123997,0.00255885,0.0004182581,0.0004302104,0.0006567636,0.0005266108,0.0003111588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023226,"about_ca_system_score_gemma":0.02027717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9501725,"about_ca_topic_score_gemma":0.9586527,"domain_scores_codex":[0.998164,0.0001264117,0.0001170873,0.0001058694,0.001161894,0.0003247127],"domain_scores_gemma":[0.9953926,0.0003759894,0.0008663089,0.00007193335,0.002413594,0.0008796106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246142,0.0001783714,0.9546404,0.0002690975,0.00005701962,0.0002426246,0.00453723,0.000140347,0.0005471568,0.0001222033,0.008159703,0.03098107],"study_design_scores_gemma":[0.00001198053,0.00009598069,0.9921103,0.0000560244,0.00001193387,0.0001437352,0.003103653,0.0002561409,0.00009346929,0.0000113862,0.004090824,0.00001453679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878775,0.0003023158,0.0001222233,0.0009283156,0.00001122357,0.000152503,0.003950464,0.00001332599,0.00664221],"genre_scores_gemma":[0.9952976,0.0007189024,0.0005306757,0.0004904041,0.00001188332,0.00005488273,0.001556883,0.00000353547,0.001335264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04982752,"threshold_uncertainty_score":0.1002418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299551365324076,"score_gpt":0.3595800632289489,"score_spread":0.3165845495757081,"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."}}