{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131326,0.0001169096,0.0003418679,0.00005178181,0.00006143907,0.000002479835,0.00004728152,0.0000560765,0.00001410857],"category_scores_gemma":[0.0001476822,0.00008846071,0.0001506711,0.0001049501,0.00006911522,0.0000352276,0.00002846854,0.00008524708,0.00001208364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054064,"about_ca_system_score_gemma":0.0000147184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002285198,"about_ca_topic_score_gemma":2.127131e-7,"domain_scores_codex":[0.9992616,0.00002148943,0.0001938365,0.0001623014,0.0001370102,0.0002237989],"domain_scores_gemma":[0.9992389,0.0004657683,0.00007073556,0.0001079075,0.00006076041,0.00005589171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008882727,0.00142437,0.2393118,0.003714044,0.0004133371,0.0001281786,0.000364931,0.0000576734,0.711892,0.002089088,0.01722045,0.0224958],"study_design_scores_gemma":[0.003785645,0.0009797107,0.5886087,0.0003152485,0.0002919984,0.000003757508,0.00004383809,0.0002830944,0.4017459,0.0004778028,0.003317689,0.0001466392],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945048,0.0006822902,0.0004389223,0.0002211747,0.0004693677,0.0007449161,0.000004252197,0.00006198778,0.002872261],"genre_scores_gemma":[0.9973682,0.00006170031,0.001270575,0.0001006839,0.0005001316,0.00007366938,0.000003409719,0.00001312872,0.0006085704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3492969,"threshold_uncertainty_score":0.3607323,"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."}}