{"id":"W2149077044","doi":"10.2217/14796708.2.1.73","title":"Novel antiseizure drug mechanisms","year":2006,"lang":"en","type":"article","venue":"Future Neurology","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Epileptogenesis; Epilepsy; Anticonvulsant; Neuroscience; Anticonvulsant drugs; Pharmacology; Drug; Medicine; Psychology","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":[0.00008382559,0.000196925,0.0003278922,0.0001036912,0.00008517468,0.000007948961,0.0001135409,0.0002208148,0.000270987],"category_scores_gemma":[0.000003435047,0.0001565637,0.0001335969,0.0001770293,0.00005127498,0.0000365649,0.00001629803,0.0003718598,0.00007818346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007398966,"about_ca_system_score_gemma":0.0000498907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003574996,"about_ca_topic_score_gemma":0.0001346722,"domain_scores_codex":[0.9987912,0.00001876326,0.0002253144,0.0003769118,0.0002136147,0.0003742126],"domain_scores_gemma":[0.9994647,0.00001681124,0.00006132685,0.0003101403,0.00005316512,0.00009385795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001051743,0.0007587296,0.00319908,0.0001542217,0.00006154489,0.002333021,0.0001251093,0.00003540912,0.6137263,0.3326712,0.04449057,0.001393077],"study_design_scores_gemma":[0.005749549,0.0007760035,0.1429413,0.00003033476,0.0002837314,0.00213811,0.00007196284,0.0001188681,0.04515532,0.01797603,0.784216,0.0005427059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7893937,0.001488249,0.05697336,0.08863892,0.01177482,0.001297031,0.00008556675,0.001029145,0.04931924],"genre_scores_gemma":[0.979014,0.00003527705,0.005306957,0.007538597,0.002550581,0.00001672147,0.0001087201,0.00005542094,0.005373766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7397255,"threshold_uncertainty_score":0.6384481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003885777474172678,"score_gpt":0.1992145890898196,"score_spread":0.1953288116156469,"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."}}