{"id":"W2151550053","doi":"10.1123/jab.26.3.281","title":"The Effectiveness of Wrist Guards for Reducing Wrist and Elbow Accelerations Resulting from Simulated Forward Falls","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Biomechanics","topic":"Sports injuries and prevention","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Wrist; Elbow; Physical medicine and rehabilitation; Medicine; Accelerometer; Physical therapy; Anatomy; Computer science","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":[0.002029034,0.0001073888,0.0003316421,0.00009192323,0.0001994705,0.0000446665,0.00009530384,0.0001315924,0.00001021165],"category_scores_gemma":[0.000238375,0.0000718406,0.0001245813,0.0001476859,0.00004524737,0.00005641152,0.00003203086,0.0002767502,3.162868e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002835545,"about_ca_system_score_gemma":0.00008929231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002460159,"about_ca_topic_score_gemma":0.000009706801,"domain_scores_codex":[0.9989327,0.00002363104,0.0005669305,0.0001255211,0.0002132138,0.0001380412],"domain_scores_gemma":[0.9982139,0.0006160277,0.0005807176,0.0001873778,0.0003271081,0.00007484879],"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":[0.002703051,0.00007556431,0.00007091308,0.00008721131,0.0002057024,0.000002253513,0.0001726429,0.00003004427,0.959592,0.002879554,0.0001004758,0.03408062],"study_design_scores_gemma":[0.006279525,0.001175014,0.004338513,0.0004703681,0.0007962376,0.00005664624,0.001146945,0.01007628,0.9376949,0.02307866,0.01464075,0.0002461543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990563,0.0001144399,0.007819403,0.0001467499,0.0005548111,0.0005171924,0.00003813598,0.000009064391,0.0002371738],"genre_scores_gemma":[0.9936752,0.00009092324,0.005829481,0.00002341258,0.0003086282,0.000005404684,0.00002604391,0.0000179867,0.00002288254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03383446,"threshold_uncertainty_score":0.2929575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008631624496384013,"score_gpt":0.2848949410133709,"score_spread":0.2762633165169869,"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."}}