{"id":"W2041259521","doi":"10.1007/s40473-015-0042-5","title":"Neuromodulation Approaches for the Treatment of Post-Traumatic Stress Disorder: Stimulating the Brain Following Exposure-based Therapy","year":2015,"lang":"en","type":"article","venue":"Current Behavioral Neuroscience Reports","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Canadian Institutes of Health Research; U.S. Department of Defense","keywords":"Neuromodulation; Exposure therapy; Brain stimulation; Neuroscience; Behavioral therapy; Neurofeedback; Deep brain stimulation; Psychological intervention; Medicine; Psychology; Memory consolidation; Traumatic stress; Psychotherapist; Stimulation; Clinical psychology; Psychiatry; Anxiety; Disease; Parkinson's disease; Electroencephalography; Hippocampus; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002402999,0.0002304116,0.0002910666,0.00005255162,0.0002725417,0.0000538559,0.0001239986,0.00003738235,0.000002072143],"category_scores_gemma":[0.0001890452,0.0001098682,0.0003051508,0.0002654132,0.0001801601,0.0001017158,0.00001928881,0.00008545172,2.719056e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003392862,"about_ca_system_score_gemma":0.0001130029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008413321,"about_ca_topic_score_gemma":0.00001568687,"domain_scores_codex":[0.9981813,0.00008896421,0.0004523802,0.0004626498,0.0005221628,0.0002925519],"domain_scores_gemma":[0.9987391,0.0002136993,0.0002987415,0.0005421546,0.00008631485,0.0001200136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001786476,0.006738117,0.6983457,0.00002505439,0.00001122766,0.0001043249,0.001132571,0.006095533,0.002992643,0.00001170025,0.00002024813,0.2843442],"study_design_scores_gemma":[0.005610998,0.02094597,0.923351,0.00008225712,0.0005291527,0.00006106286,0.0008512047,0.04389394,0.002486197,0.0002606825,0.001580775,0.0003467364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932396,0.001244349,0.0008210756,0.001339919,0.0009252674,0.002365418,0.00001339951,0.00004529805,0.000005634084],"genre_scores_gemma":[0.9993423,0.00003463164,0.00005650379,0.0001659923,0.00003513313,0.0002900238,0.00003563619,0.00002030419,0.00001942615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2839974,"threshold_uncertainty_score":0.4480296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2489917536704958,"score_gpt":0.3854403275222004,"score_spread":0.1364485738517046,"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."}}