{"id":"W3013855025","doi":"10.3389/fnins.2020.00263","title":"Mechanotactile Sensory Feedback Improves Embodiment of a Prosthetic Hand During Active Use","year":2020,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Glenrose Rehabilitation Hospital; University of Alberta","funders":"University of Alberta","keywords":"GRASP; Sensory system; Embodied cognition; Illusion; Computer science; Prosthetic hand; Haptic technology; Human–computer interaction; Motor control; Sensory substitution; Prosthesis; Physical medicine and rehabilitation; Psychology; Cognitive psychology; Simulation; Artificial intelligence; Neuroscience; Medicine","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":[0.0004951545,0.0004054905,0.0002612974,0.000158826,0.0001248731,0.000382084,0.0002337756,0.0003659856,0.004577765],"category_scores_gemma":[0.003104328,0.0001551478,0.0002247868,0.00006708003,0.000446119,0.0005181958,0.0008993436,0.0003475205,0.0001713481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008587904,"about_ca_system_score_gemma":0.0001527599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004251368,"about_ca_topic_score_gemma":0.0004431285,"domain_scores_codex":[0.9997509,0.00006866188,0.00002149182,0.00005782566,0.00005325484,0.00004786862],"domain_scores_gemma":[0.9995345,0.0002794125,0.00007373308,0.00004084182,0.00003012938,0.00004139524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002955788,0.0005645735,0.004841428,0.0005292748,0.00004903044,0.0003571943,0.003318626,0.0005760193,0.9241187,0.0004038902,0.0002404587,0.06204498],"study_design_scores_gemma":[0.0007182721,0.02298941,0.6355043,0.0003489428,0.0003900572,0.002637022,0.005508696,0.01112789,0.3085949,0.002784127,0.009205754,0.0001906228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955513,0.0001943353,0.003029412,0.00004760753,0.00001712895,0.00003121671,0.00003504806,0.00003328499,0.001060769],"genre_scores_gemma":[0.996409,0.0001286469,0.002577686,0.00003058746,0.000004928375,0.00003741311,0.00003024736,0.000009851474,0.0007716786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004577765,"threshold_uncertainty_score":0.0153141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482382043634488,"score_gpt":0.1968281389037075,"score_spread":0.1820043184673626,"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."}}