{"id":"W4205977948","doi":"10.1017/cjn.2021.304","title":"P.022 The effect of vagus nerve stimulation on the quality of sleep in medically refractory epileptic patients","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vagus nerve stimulation; Medicine; Epilepsy; Obstructive sleep apnea; Meta-analysis; Sleep apnea; Anesthesia; Vagus nerve; Stimulation; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01233413,0.0002716189,0.0005897824,0.000693826,0.001477443,0.0002506885,0.002675339,0.0001596946,0.000314093],"category_scores_gemma":[0.04827115,0.0001343003,0.0003384571,0.002593156,0.00768831,0.000542319,0.0001294942,0.001662479,0.000002428805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965825,"about_ca_system_score_gemma":0.002045787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001023696,"about_ca_topic_score_gemma":0.0182972,"domain_scores_codex":[0.9863663,0.008544871,0.001492563,0.0005227856,0.00211884,0.0009546631],"domain_scores_gemma":[0.9846494,0.01222088,0.001434151,0.0003081051,0.0006197405,0.0007676818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002556976,0.00007395954,0.96263,0.00001409324,0.000007486688,0.0008802698,0.0002868552,0.02933072,0.001248746,0.00176449,0.0001261203,0.003381592],"study_design_scores_gemma":[0.0008682032,0.06176189,0.9158791,0.00007417642,0.00002477757,0.0009220944,0.0001282014,0.005992801,0.006006998,0.007944322,0.0001671438,0.000230238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926658,0.0002559898,0.00001283675,0.005132281,0.0005496424,0.0002793648,0.00001529514,0.000005597606,0.001083189],"genre_scores_gemma":[0.9982167,0.00006251935,0.00007655487,0.001542276,0.00007776182,0.000003725796,2.576082e-7,0.000008641159,0.00001151484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06168793,"threshold_uncertainty_score":0.9998225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06941906897466525,"score_gpt":0.3428538557661094,"score_spread":0.2734347867914442,"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."}}