{"id":"W3164781404","doi":"10.21203/rs.3.rs-540705/v1","title":"Five Weeks of Yuishinkai Karate Training Improves Balance and Neuromuscular Function in Older Adults","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Balance (ability); Medicine; Physical medicine and rehabilitation; Ankle; Spinal cord injury; Physical therapy; Rehabilitation; H-reflex; Spinal cord; Grip strength; Reflex; Dynamic balance; Psychology; Internal medicine; Electromyography; Surgery","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":[0.0001885508,0.0004626313,0.000624854,0.0002356251,0.0003119623,0.0001694722,0.0002505718,0.0003925332,0.002330838],"category_scores_gemma":[0.0002341019,0.0001292821,0.0003666467,0.000113052,0.0001283267,0.0001832836,0.0004404927,0.0002618349,0.0002967392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132597,"about_ca_system_score_gemma":0.0002463303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132219,"about_ca_topic_score_gemma":0.00343087,"domain_scores_codex":[0.9999038,0.0000107953,0.00001114657,0.00002052548,0.000013679,0.00003998914],"domain_scores_gemma":[0.999902,0.000007340929,0.00001856486,0.000005535868,0.00001410894,0.00005249706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1620382,0.09762096,0.0903185,0.003197542,0.001455466,0.0006687379,0.001476486,0.001162161,0.2631555,0.0001121186,0.001485809,0.3773086],"study_design_scores_gemma":[0.008828142,0.2323227,0.7441099,0.0001723602,0.000647406,0.0001921008,0.0003810959,0.00105029,0.0102587,0.00004814915,0.001960306,0.00002880856],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994061,0.0001816243,0.00007661067,0.00001901522,0.00001327061,0.00004923648,0.00003131094,0.00001082008,0.0002120501],"genre_scores_gemma":[0.9980007,0.000256687,0.0003842391,0.00006370382,0.00002163966,0.0001283346,0.0001631082,0.000001745021,0.000979904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002330838,"threshold_uncertainty_score":0.00779742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05344876150845985,"score_gpt":0.4087342465496885,"score_spread":0.3552854850412287,"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."}}