{"id":"W4392229937","doi":"10.21203/rs.3.rs-3973706/v1","title":"Graded treadmill running protocol on dynamic visual acuity and balance for athletes with and without recent concussion history","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo; University of Toronto","funders":"Ministerio de Economía y Competitividad","keywords":"Concussion; Athletes; Balance (ability); Physical medicine and rehabilitation; Dynamic balance; Treadmill; Physical therapy; Medicine; Protocol (science); Visual acuity; Psychology; Injury prevention; Poison control; Medical emergency; Engineering; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001858247,0.0003663145,0.0004681785,0.0002538113,0.0002374106,0.0001898198,0.0002186889,0.0002923821,0.002150191],"category_scores_gemma":[0.00038271,0.0001094954,0.0002175894,0.0001737218,0.0001434339,0.000129647,0.0002369048,0.000314515,0.0001927403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784676,"about_ca_system_score_gemma":0.0002032375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177597,"about_ca_topic_score_gemma":0.00300347,"domain_scores_codex":[0.9998945,0.00001433948,0.00001237761,0.00002152141,0.00001710515,0.00004010664],"domain_scores_gemma":[0.9998248,0.00001614246,0.000032315,0.000009481107,0.00003685885,0.0000804577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.2820415,0.1219844,0.1726196,0.001493677,0.0008601432,0.001062392,0.001407801,0.002054047,0.2751261,0.0002136681,0.002110782,0.1390259],"study_design_scores_gemma":[0.0019919,0.2334415,0.7454777,0.00007893406,0.0002841592,0.0002075162,0.000456209,0.0009723955,0.01591781,0.00006010647,0.001077826,0.0000338903],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993548,0.00008770927,0.00005786286,0.000009955786,0.00001019662,0.0001083866,0.0001024588,0.000004023932,0.0002645458],"genre_scores_gemma":[0.9980643,0.0001083808,0.0001921914,0.00002491144,0.0000130926,0.0004241105,0.0002921669,0.000001435301,0.0008793412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002150191,"threshold_uncertainty_score":0.007193089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451979050111199,"score_gpt":0.4820198285670542,"score_spread":0.3368219235559343,"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."}}