{"id":"W4392163078","doi":"10.3390/ijms25052679","title":"Vagus Nerve Stimulation Modulates Inflammation in Treatment-Resistant Depression Patients: A Pilot Study","year":2024,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Vagus nerve stimulation; Depression (economics); Internal medicine; Medicine; Neurostimulation; Anxiety; Hospital Anxiety and Depression Scale; Oncology; Psychology; Stimulation; Vagus nerve; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007172519,0.0001431765,0.0001549366,0.001076414,0.0000938285,0.0004820283,0.0006093003,0.00002628845,0.00005722626],"category_scores_gemma":[0.0007705327,0.0001062009,0.0000790082,0.0007218633,0.0001046528,0.0009966333,0.00008962235,0.0001531115,0.00001899586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992137,"about_ca_system_score_gemma":0.0001881598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000113592,"about_ca_topic_score_gemma":0.00003859049,"domain_scores_codex":[0.9967293,0.0003330772,0.0006254675,0.0003449669,0.001770463,0.0001967602],"domain_scores_gemma":[0.9988995,0.0003668717,0.0002227926,0.0001093401,0.0003270548,0.00007445468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005256481,0.001366556,0.08851591,0.000009593304,0.00005084273,0.001187103,0.00102676,0.2027435,0.673618,0.001171407,0.00001787959,0.02976688],"study_design_scores_gemma":[0.005960724,0.01223705,0.2851751,0.0005098383,0.0000489928,0.0001002038,0.0003890176,0.2991459,0.3890157,0.006724779,0.0002234987,0.0004692203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968147,0.0002062311,0.001111741,0.0004076009,0.0007086081,0.0003275649,0.000006542227,0.00002412275,0.0003928565],"genre_scores_gemma":[0.9995461,0.00001797336,0.0002501926,0.000028528,0.00009442664,0.000009892176,0.000002174384,0.00001134397,0.00003936871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2846022,"threshold_uncertainty_score":0.464821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0545190653610142,"score_gpt":0.3678657990504215,"score_spread":0.3133467336894074,"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."}}