{"id":"W4385849297","doi":"10.48550/arxiv.2308.07184","title":"Auditory cueing strategy for stride length and cadence modification: a feasibility study with healthy adults","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Commonwealth Scientific and Industrial Research Organisation","keywords":"Cadence; STRIDE; Gait; Physical medicine and rehabilitation; Psychology; Auditory feedback; Computer science; Medicine; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199374,0.0005707399,0.0004897859,0.0003085645,0.0002974229,0.0003075996,0.0005498603,0.000907091,0.002064025],"category_scores_gemma":[0.004604656,0.0002919479,0.0003478976,0.0001197348,0.000423565,0.0005640507,0.000481985,0.0004242053,0.0003884766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510638,"about_ca_system_score_gemma":0.000528033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002208599,"about_ca_topic_score_gemma":0.001967334,"domain_scores_codex":[0.9995543,0.0002186127,0.00003214283,0.00007773274,0.00005334363,0.00006369168],"domain_scores_gemma":[0.9977696,0.001477387,0.00009334087,0.0001497198,0.0002650704,0.0002447742],"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":[0.04086764,0.2092879,0.1026812,0.003316326,0.0006799321,0.003716765,0.01045019,0.03133466,0.2327587,0.001799444,0.002825456,0.3602818],"study_design_scores_gemma":[0.01762305,0.5419744,0.2144039,0.0001576676,0.0008695206,0.001882894,0.005165965,0.1745164,0.03614059,0.001957998,0.005037828,0.0002698442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939593,0.0000259358,0.004859778,0.00006159085,0.0000106382,0.000597579,0.00006535742,0.00003766298,0.0003821549],"genre_scores_gemma":[0.9859456,0.00004749849,0.01254933,0.00007199682,0.00001777119,0.0007938638,0.00007676801,0.000007161931,0.0004900207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208599,"threshold_uncertainty_score":0.01054406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2376276520083919,"score_gpt":0.3357669109116813,"score_spread":0.09813925890328937,"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."}}