{"id":"W4405239648","doi":"10.3389/fneur.2024.1480819","title":"Medial pulvinar stimulation for focal drug-resistant epilepsy: interim 12-month results of the PULSE study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health, British Columbia","keywords":"Vagus nerve stimulation; Epilepsy; Medicine; Deep brain stimulation; Neurostimulation; Anxiety; Depression (economics); Interim analysis; Anesthesia; Neuropsychology; Adverse effect; Quality of life (healthcare); Epilepsy surgery; Clinical trial; Stimulation; Internal medicine; Psychiatry; Vagus nerve; Cognition; Parkinson's disease","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":[0.001576215,0.0008323852,0.002127404,0.000231326,0.0002120616,0.0007087124,0.0004537825,0.0008119336,0.002414548],"category_scores_gemma":[0.001349626,0.0001731476,0.001054365,0.0002866152,0.000487749,0.0008635379,0.0002925734,0.001081852,0.0007329879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747737,"about_ca_system_score_gemma":0.0003302311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001375463,"about_ca_topic_score_gemma":0.0001763881,"domain_scores_codex":[0.9994596,0.0002347296,0.00005272233,0.00007832055,0.00009144576,0.00008314257],"domain_scores_gemma":[0.9990902,0.0002377731,0.000269736,0.0001516974,0.00007830827,0.0001723838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6019164,0.02799224,0.03159578,0.001456931,0.002561616,0.001116852,0.0003101662,0.001460754,0.05472366,0.000203405,0.00147297,0.2751892],"study_design_scores_gemma":[0.07722829,0.8094966,0.096988,0.0001110047,0.001480791,0.001379259,0.0001054553,0.001223943,0.008726389,0.0002989939,0.002904561,0.00005674536],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943639,0.002168834,0.0009898029,0.0001311061,0.00006806193,0.0003685631,0.0006400138,0.0000536941,0.001216063],"genre_scores_gemma":[0.9945274,0.001185399,0.0009813306,0.0003232709,0.0002587867,0.000498047,0.001237713,0.00001686171,0.0009712533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002414548,"threshold_uncertainty_score":0.008335948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077967902279211,"score_gpt":0.2888723264656501,"score_spread":0.268092647442858,"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."}}