{"id":"W3191349317","doi":"10.1111/obr.13309","title":"A systematic review on neuromodulation therapies for reducing body weight in patients with obesity","year":2021,"lang":"en","type":"review","venue":"Obesity Reviews","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Hospital for Sick Children; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; SickKids Foundation; University of Toronto","funders":"","keywords":"Neuromodulation; Transcranial direct-current stimulation; Medicine; Neurostimulation; Deep brain stimulation; Vagus nerve stimulation; Weight loss; Transcranial magnetic stimulation; Randomized controlled trial; Physical medicine and rehabilitation; Brain stimulation; Clinical trial; Obesity; Physical therapy; Stimulation; Surgery; Internal medicine; Vagus nerve; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002375493,0.0008277449,0.006053267,0.0003738001,0.0002575729,0.0001496264,0.0008302687,0.0002226679,0.0001129796],"category_scores_gemma":[0.006861954,0.0005367128,0.0009776389,0.001698039,0.00006317678,0.0002535274,0.0001575686,0.0007043198,0.0002729614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003746519,"about_ca_system_score_gemma":0.0002310816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006024351,"about_ca_topic_score_gemma":0.000005195063,"domain_scores_codex":[0.9896718,0.005054189,0.002246917,0.001477094,0.0009646094,0.0005854243],"domain_scores_gemma":[0.9947369,0.001483014,0.001658152,0.001745436,0.0002223961,0.0001540895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006069155,0.0004778016,0.00007728091,0.9676977,0.00002944587,0.00000965294,0.00002094264,0.000001630495,8.993869e-7,0.0002125616,0.0004186481,0.0310473],"study_design_scores_gemma":[0.0003308782,0.0001948911,0.0001199611,0.8040046,0.0007642237,0.000007335276,4.48439e-7,0.00004190038,0.000002516143,0.00001066883,0.194026,0.0004965166],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005898267,0.9757606,0.00007160439,0.00004929302,0.0001683317,0.02362968,0.00006059542,0.00005319341,0.0001476469],"genre_scores_gemma":[0.00002957402,0.996242,0.0002106805,0.0003904134,0.00006775287,0.002266199,0.000193454,0.0001069935,0.0004929709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1936074,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09129764038822426,"score_gpt":0.3685846484069951,"score_spread":0.2772870080187708,"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."}}