{"id":"W7002206094","doi":"","title":"Neuroenhancement in Military Personnel: Conceptual and Methodological Promises and Challenges","year":2022,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Army Combat Capabilities Development Command Soldier Center","keywords":"Neurofeedback; Neuromodulation; Transcranial direct-current stimulation; Brain stimulation; Neurostimulation; Brain–computer interface; Neuroethics; Transcranial magnetic stimulation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01615692,0.001028522,0.001550222,0.002386073,0.0007952543,0.004478463,0.002270596,0.001765181,0.001877342],"category_scores_gemma":[0.01176291,0.0003304446,0.000681742,0.002182163,0.006770681,0.006919661,0.002922277,0.003015121,0.00028297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003953473,"about_ca_system_score_gemma":0.008475744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008082177,"about_ca_topic_score_gemma":0.01220516,"domain_scores_codex":[0.9979559,0.001290957,0.0001221293,0.0002823778,0.0002558031,0.00009282828],"domain_scores_gemma":[0.9885052,0.008580306,0.000634735,0.0007382764,0.001234113,0.0003073939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004765578,0.0004170827,0.01199172,0.01006193,0.0003196786,0.0003347578,0.002119165,0.001953258,0.005273679,0.1828803,0.0030686,0.7811034],"study_design_scores_gemma":[0.0001984283,0.004185934,0.07047971,0.01837343,0.0007530795,0.002834821,0.0127633,0.01071042,0.007754159,0.6882671,0.1832938,0.0003857918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02844943,0.8658563,0.04700887,0.03865011,0.0006920932,0.0003240174,0.0002841869,0.00008914962,0.01864578],"genre_scores_gemma":[0.1993623,0.6920964,0.0920703,0.008411669,0.002381093,0.002369085,0.0002561493,0.00006679772,0.002986111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01615692,"threshold_uncertainty_score":0.08544701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374043749304841,"score_gpt":0.2862691361672801,"score_spread":0.148864761236796,"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."}}