{"id":"W2154442235","doi":"10.1111/epi.12294","title":"Development of new treatment approaches for epilepsy: Unmet needs and opportunities","year":2013,"lang":"en","type":"review","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Tolerability; Epilepsy; Medicine; Clinical trial; Disease; Adverse effect; Preclinical research; Intensive care medicine; Pharmacology; Psychiatry; Internal medicine; Medical physics","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":[0.004745751,0.0009474299,0.002542146,0.00338543,0.0004683185,0.002389437,0.00145322,0.002949877,0.005802909],"category_scores_gemma":[0.003985952,0.0005177398,0.001265286,0.003736343,0.001301952,0.006320974,0.001706069,0.004429715,0.001770549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709501,"about_ca_system_score_gemma":0.004158481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484767,"about_ca_topic_score_gemma":0.003799071,"domain_scores_codex":[0.9984922,0.0004067762,0.0003040622,0.0001588779,0.0005155226,0.0001224779],"domain_scores_gemma":[0.9941397,0.004062775,0.000483861,0.0001379942,0.0009638715,0.0002118066],"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":[0.00006003076,0.00006723247,0.00009616941,0.0245268,0.00007650531,0.000132229,0.0001419684,0.0002730503,0.0006620822,0.008338376,0.02552511,0.9401005],"study_design_scores_gemma":[0.00003575359,0.00009475869,0.0006437077,0.02429317,0.0001506861,0.0009146702,0.0004110885,0.0001859245,0.0001997704,0.007234943,0.9658039,0.00003158323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005782161,0.9967678,0.0001203888,0.002264247,0.0002624395,0.000004053428,0.000007381055,0.000006461182,0.0005094687],"genre_scores_gemma":[0.0004620586,0.9977309,0.0004241975,0.0008370037,0.0002869717,0.000007181037,0.00001830925,0.000002364068,0.0002310608],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005802909,"threshold_uncertainty_score":0.0250982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4020834525919842,"score_gpt":0.3899762727190275,"score_spread":0.01210717987295673,"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."}}