{"id":"W3049182323","doi":"10.1123/jmld.2019-0028","title":"Use of Acoustic Feedback to Change Gait Patterns: Implementation and Transfer to Motor Learning Theory—A Scoping Review","year":2020,"lang":"en","type":"article","venue":"Journal of Motor Learning and Development","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Gait; Motor learning; Psychology; Audio feedback; Physical medicine and rehabilitation; Motor skill; Population; Cognitive psychology; Developmental psychology; Medicine; Engineering; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0002889074,0.0001199803,0.0002794701,0.0001306635,0.00007926529,0.00002912114,0.00003771026,0.00002152355,0.0000429755],"category_scores_gemma":[0.0001072376,0.0001079725,0.00003448157,0.00013664,0.000005897901,0.0001355806,0.00002126179,0.000177425,7.658211e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002628926,"about_ca_system_score_gemma":0.00001980514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002225914,"about_ca_topic_score_gemma":0.000003618622,"domain_scores_codex":[0.9991202,0.00005879005,0.0003966802,0.00009928336,0.0001759083,0.0001490829],"domain_scores_gemma":[0.9996034,0.00008518751,0.00005573074,0.00002424345,0.00008334303,0.0001480945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002001017,0.00002379719,0.03438806,0.008486144,0.0004328995,0.000009670198,0.02626076,0.002060089,0.03676118,0.000008004734,0.0004348165,0.8909345],"study_design_scores_gemma":[0.00301863,0.003984288,0.8126656,0.05982436,0.0003242845,0.00005963413,0.01049475,0.0007308713,0.01515318,0.000004874626,0.09225377,0.001485743],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520895,0.005970195,0.04039793,0.0008730612,0.00006721388,0.000546974,0.000001737894,0.00003869714,0.00001467969],"genre_scores_gemma":[0.9834004,0.01313846,0.002547288,0.0007865762,0.00006724514,0.0000258917,0.0000016617,0.00002067569,0.00001181063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8894488,"threshold_uncertainty_score":0.4402992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04811729825931114,"score_gpt":0.2814817189691577,"score_spread":0.2333644207098466,"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."}}