{"id":"W3080320987","doi":"","title":"Deep brain stimulation for drug-resistant epilepsy : efficacy and mechanism of action","year":2020,"lang":"en","type":"dissertation","venue":"Ghent University Academic Bibliography (Ghent University)","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Fonds Spéciaux de Recherche; Universiteit Gent; Vlaamse regering; Universitair Ziekenhuis Gent; Fonds Wetenschappelijk Onderzoek; University of Lethbridge","keywords":"Epilepsy; Neuroscience; Stimulation; Deep brain stimulation; Mechanism (biology); Drug Resistant Epilepsy; Medicine; Drug; Drug action; Brain stimulation; Mechanism of action; Action (physics); Psychology; Pharmacology; Internal medicine; Chemistry; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002819604,0.0003836588,0.0004088842,0.0005465827,0.0001108601,0.000455738,0.0002568458,0.0004051284,0.01069279],"category_scores_gemma":[0.0002685904,0.00005863905,0.0002432584,0.0005938669,0.0001847594,0.000217078,0.0001357142,0.0004492309,0.00116782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725753,"about_ca_system_score_gemma":0.0004033687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009230302,"about_ca_topic_score_gemma":0.002795577,"domain_scores_codex":[0.9999319,0.0000178518,0.000006376652,0.000008339104,0.00002259381,0.00001292239],"domain_scores_gemma":[0.9999492,0.00002560198,0.000008710933,0.000001976545,0.000008012071,0.000006475379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002083313,0.000373578,0.0001859607,0.003335376,0.00009421677,0.0001309708,0.0001154941,0.0002600352,0.03250735,0.002377586,0.0163413,0.9421949],"study_design_scores_gemma":[0.004085918,0.01909756,0.05569275,0.006216343,0.0008496988,0.005141281,0.0005916867,0.0007746758,0.04424319,0.009731909,0.8534428,0.0001321361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02945095,0.9354617,0.0008985198,0.001611805,0.0006913766,0.0000738951,0.0004512435,0.00005555232,0.03130492],"genre_scores_gemma":[0.157006,0.7971913,0.003049022,0.001365184,0.001227145,0.0001199999,0.0006722796,0.00004323956,0.03932593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01069279,"threshold_uncertainty_score":0.03577101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0263791856709274,"score_gpt":0.2628446348437365,"score_spread":0.2364654491728092,"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."}}