{"id":"W2809637028","doi":"10.3389/fpsyt.2018.00302","title":"Dosing of Electrical Parameters in Deep Brain Stimulation (DBS) for Intractable Depression: A Review of Clinical Studies","year":2018,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates","keywords":"Deep brain stimulation; Stimulation; Treatment-resistant depression; Dosing; Depression (economics); Brain stimulation; Medicine; Electrical brain stimulation; Pulse (music); Transcranial direct-current stimulation; Stimulus (psychology); Psychology; Physical medicine and rehabilitation; Audiology; Major depressive disorder; Internal medicine; Psychiatry; Cognition; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003520751,0.001039964,0.003708336,0.003557221,0.0002678832,0.00136715,0.001669357,0.001032537,0.001964442],"category_scores_gemma":[0.009151181,0.0004787458,0.002424449,0.005355165,0.0006512412,0.00135803,0.0006470319,0.0007994694,0.0003484184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007827083,"about_ca_system_score_gemma":0.001482732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009865664,"about_ca_topic_score_gemma":0.00155152,"domain_scores_codex":[0.997635,0.0005681607,0.001069416,0.0002798491,0.0004057055,0.00004190563],"domain_scores_gemma":[0.9910149,0.006836942,0.001372209,0.0001153597,0.0006007378,0.00005996488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009545782,0.0001176152,0.001332603,0.3500273,0.002359659,0.0001835708,0.0001604089,0.0003093071,0.0008467852,0.0004235099,0.002975328,0.6403095],"study_design_scores_gemma":[0.001127953,0.003839172,0.03321092,0.593379,0.05078107,0.007500469,0.0009775554,0.000806951,0.003559593,0.002244791,0.3023229,0.0002496844],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004308804,0.9992664,0.00007160979,0.00005361792,0.00002967157,0.00001417076,0.00002751284,0.00000231954,0.0001037283],"genre_scores_gemma":[0.00428097,0.9951023,0.0003281797,0.0001166045,0.00006428626,0.00003246483,0.00004325329,0.000002356564,0.00002947666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003708336,"threshold_uncertainty_score":0.01861978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09755101630988286,"score_gpt":0.4596856248030201,"score_spread":0.3621346084931373,"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."}}