{"id":"W2002301619","doi":"10.1111/j.1528-1167.2008.01866.x","title":"Lamotrigine–valproic acid combination therapy for medically refractory epilepsy","year":2008,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Lamotrigine; Valproic Acid; Medicine; Epilepsy; Refractory (planetary science); Anticonvulsant; Clinical neurology; Psychiatry; Neuroscience; Psychology; Materials science","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":[0.0004159851,0.0002562135,0.0004605486,0.0001983123,0.0002586071,0.00001542735,0.0001629415,0.0001760988,0.0005817889],"category_scores_gemma":[0.0003702353,0.0001971396,0.0002523286,0.0002555876,0.000209496,0.000136423,0.00002756089,0.0003197216,0.0002945348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793945,"about_ca_system_score_gemma":0.0004185102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002315912,"about_ca_topic_score_gemma":0.00000327718,"domain_scores_codex":[0.9978091,0.00008386728,0.0003956741,0.000451581,0.0006929553,0.0005668267],"domain_scores_gemma":[0.9983976,0.0002442112,0.0001075342,0.0005094573,0.000285695,0.0004555401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007792225,0.009798062,0.5606495,0.000428921,0.001296523,0.001490051,0.001446002,0.000002381049,0.02822853,0.01085855,0.2237807,0.1542286],"study_design_scores_gemma":[0.02480081,0.009941041,0.7055015,0.0001759327,0.00009481458,0.0004138963,0.00005367238,0.0005357615,0.01726722,0.001962674,0.2387821,0.0004705828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782213,0.00260999,0.001892633,0.006690404,0.0003575755,0.002426964,0.0000296604,0.000281228,0.007490227],"genre_scores_gemma":[0.9863555,0.003002789,0.003007168,0.0009923327,0.000424168,0.0004511904,0.000290339,0.00005858831,0.005417933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153758,"threshold_uncertainty_score":0.803912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112979360034453,"score_gpt":0.3229065564521816,"score_spread":0.2817767628518371,"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."}}