{"id":"W1987495072","doi":"10.1111/j.1528-1167.2006.00657.x","title":"Monitoring for Adverse Effects of Antiepileptic Drugs","year":2006,"lang":"en","type":"article","venue":"Epilepsia","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Epilepsy; Adverse effect; Antiepileptic drug; Clinical neurology; Pharmacology; Neuroscience; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004616844,0.0003530237,0.001020906,0.0008088467,0.000350251,0.0004983731,0.0005394449,0.0006221484,0.001727623],"category_scores_gemma":[0.01004213,0.0001228027,0.0004098024,0.000742099,0.0002651279,0.0006583469,0.0002089361,0.0007848642,0.000528635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005292,"about_ca_system_score_gemma":0.0003541739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005247494,"about_ca_topic_score_gemma":0.0009371525,"domain_scores_codex":[0.9950133,0.002081534,0.000829276,0.0004328468,0.001527796,0.0001152762],"domain_scores_gemma":[0.990918,0.003026432,0.0026718,0.000850876,0.002141109,0.0003916201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005373324,0.0006708346,0.4791318,0.001656294,0.0007381053,0.001219493,0.0003507581,0.0003169223,0.02529632,0.000606862,0.005900676,0.4787384],"study_design_scores_gemma":[0.0004351326,0.01638923,0.8714398,0.0006185264,0.001075629,0.009735269,0.0003408699,0.00130687,0.06315351,0.001052212,0.03435559,0.00009734284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8390111,0.07643127,0.0254143,0.004031401,0.0009665373,0.001459496,0.002930938,0.0005505817,0.04920417],"genre_scores_gemma":[0.9583418,0.01468673,0.01604576,0.002442162,0.0006069158,0.0003548427,0.0009533099,0.00004433784,0.006524228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004616844,"threshold_uncertainty_score":0.02441651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035653989572045,"score_gpt":0.2926800498746711,"score_spread":0.2823235099789506,"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."}}