{"id":"W11092512","doi":"10.1016/j.biopsych.2005.05.025","title":"Vagus Nerve Stimulation for Treatment-Resistant Depression: A Randomized, Controlled Acute Phase Trial","year":2005,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Vagus nerve stimulation; Randomized controlled trial; Stimulation; Vagus nerve; Anesthesia; Surgery; Internal medicine","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":[0.0008291326,0.0003384742,0.001252044,0.0001477172,0.000382082,0.0001025871,0.0003088156,0.0002616974,0.0005133546],"category_scores_gemma":[0.002179565,0.0001875847,0.0009540961,0.0002368093,0.0002177895,0.0001411299,0.00005049289,0.0001189765,0.0000922675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009294444,"about_ca_system_score_gemma":0.0001269247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007694668,"about_ca_topic_score_gemma":0.000006466089,"domain_scores_codex":[0.9963987,0.0009986308,0.0009228155,0.0007928906,0.0003613056,0.0005256421],"domain_scores_gemma":[0.9957137,0.003265354,0.0003394056,0.0003800255,0.00008293225,0.0002186585],"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":[0.9659081,0.001527661,0.0001246568,0.000004330194,0.00008902635,0.000004117528,0.00001987194,0.0004071872,0.02395177,0.003310371,0.0006266321,0.004026312],"study_design_scores_gemma":[0.9544414,0.002713632,0.00006974398,0.0000108062,0.000144894,0.000005271905,0.000007586969,0.03590577,0.002311188,0.002468778,0.001675572,0.0002452963],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754515,0.0006971238,0.006633866,0.002818552,0.001324919,0.01095862,0.0001623946,0.0002718023,0.001681262],"genre_scores_gemma":[0.9914854,0.00005391597,0.003641187,0.0005254855,0.001322367,0.001876934,0.00004882266,0.00002266693,0.001023244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03549859,"threshold_uncertainty_score":0.7649482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0906001997744895,"score_gpt":0.4092761710350907,"score_spread":0.3186759712606012,"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."}}