{"id":"W2063773170","doi":"","title":"Vagus Nerve Stimulation for Treatment-Resistant\\nDepression: A Randomized, Controlled Acute\\nPhase Trial","year":2005,"lang":"","type":"article","venue":"Insecta mundi","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":686,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vagus nerve stimulation; Depression (economics); Treatment-resistant depression; Randomized controlled trial; Hamilton Rating Scale for Depression; Psychology; Adverse effect; Major depressive disorder; Major depressive episode; Stimulation; Mood; Anesthesia; Clinical trial; Internal medicine; Vagus nerve; Medicine; Psychiatry","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003185919,0.001283786,0.004417722,0.001007822,0.001702053,0.001120158,0.001071321,0.0007097814,0.002894428],"category_scores_gemma":[0.009107145,0.001007796,0.003109789,0.001085808,0.0008014516,0.001191709,0.0002442868,0.0004732063,0.0004606968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128144,"about_ca_system_score_gemma":0.001082272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860807,"about_ca_topic_score_gemma":0.0007822182,"domain_scores_codex":[0.9865115,0.004163644,0.003341325,0.002146428,0.001995182,0.001841935],"domain_scores_gemma":[0.9778194,0.01752799,0.001557786,0.001635626,0.0006879295,0.0007712488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9378751,0.002721607,0.00004632151,0.0000539069,0.0008628187,0.0001050371,0.001062941,0.008312073,0.04045688,0.001654019,0.0005325273,0.006316773],"study_design_scores_gemma":[0.7251047,0.003770454,0.00003825901,0.00009345326,0.001351424,0.00002249047,0.0000107782,0.2605531,0.005186484,0.0003045758,0.002870702,0.0006936393],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247212,0.002702965,0.006890498,0.002672998,0.003945788,0.05220424,0.0008690477,0.0004302908,0.005562922],"genre_scores_gemma":[0.9725221,0.0003335923,0.001015023,0.0003518803,0.002806993,0.004570687,0.0001213225,0.000186652,0.01809179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.252241,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.065728929108812,"score_gpt":0.3838626986067518,"score_spread":0.3181337694979398,"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."}}