{"id":"W4385548065","doi":"10.26685/urncst.478","title":"Long Term Antidepressant Effects of Deep Brain Stimulation for Treatment Resistant Depression – A Research Protocol","year":2023,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Deep brain stimulation; Neuromodulation; Treatment-resistant depression; Major depressive disorder; Medicine; Depression (economics); Antidepressant; Brain stimulation; Neuroimaging; Anterior cingulate cortex; Adverse effect; Psychology; Stimulation; Neuroscience; Internal medicine; Psychiatry; Mood; Hippocampus; Cognition; Parkinson's disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009530827,0.003237891,0.004868602,0.001287819,0.003132274,0.001566428,0.00287383,0.003685809,0.03001822],"category_scores_gemma":[0.006617656,0.001813494,0.003272513,0.001185256,0.001656642,0.001409213,0.001687163,0.003879916,0.007622397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003363362,"about_ca_system_score_gemma":0.01275973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086927,"about_ca_topic_score_gemma":0.004706764,"domain_scores_codex":[0.9946688,0.002323357,0.0008851386,0.0006408371,0.000786005,0.000695783],"domain_scores_gemma":[0.994917,0.000852956,0.001103644,0.0007505684,0.001409179,0.0009667609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.7682158,0.1126827,0.004678562,0.01153996,0.001467913,0.0006534518,0.0007618903,0.002625298,0.006708985,0.002251368,0.01448739,0.07392675],"study_design_scores_gemma":[0.6884603,0.2456648,0.01923002,0.002042837,0.000773505,0.0001712663,0.0003050381,0.001222019,0.001930131,0.001400519,0.03863702,0.0001625268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01156267,0.0002039125,0.0006939333,0.0001260581,0.0001023908,0.9848567,0.001119453,0.00003690096,0.001298005],"genre_scores_gemma":[0.006764082,0.0002088646,0.00131803,0.0001834811,0.00004969351,0.9903249,0.0004517685,0.000002932254,0.0006963772],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03001822,"threshold_uncertainty_score":0.1004209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0991652391506277,"score_gpt":0.4963175821848573,"score_spread":0.3971523430342296,"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."}}