{"id":"W4315642522","doi":"10.1016/j.jsams.2023.01.003","title":"Reactive postural responses predict risk for acute musculoskeletal injury in collegiate athletes","year":2023,"lang":"en","type":"article","venue":"Journal of science and medicine in sport","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athletic Edge Sports Medicine","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute on Aging; National Institutes of Health","keywords":"Athletes; Physical therapy; Medicine; Physical medicine and rehabilitation; Musculoskeletal injury; Alternative medicine; Pathology","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":[0.0004348698,0.0005252468,0.0003306885,0.0007300771,0.0003773885,0.0007257226,0.0003083795,0.001227372,0.002120932],"category_scores_gemma":[0.002747147,0.0003310706,0.0005189765,0.0005049293,0.0001856917,0.0002992615,0.0005267803,0.0008350401,0.0004946488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552593,"about_ca_system_score_gemma":0.0003281269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006081378,"about_ca_topic_score_gemma":0.007282556,"domain_scores_codex":[0.9997252,0.00005649357,0.00003246777,0.00004399866,0.00006255009,0.00007934871],"domain_scores_gemma":[0.9986377,0.0002855103,0.0005254499,0.00005279249,0.0001671354,0.0003313254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001924337,0.0002058239,0.9976031,0.0000106384,0.0000657627,0.00007483153,0.00004706823,0.00003872403,0.0003951353,0.000006303271,0.00007082144,0.001289291],"study_design_scores_gemma":[0.000003738247,0.0001259532,0.9995454,0.000003177423,0.00001308023,0.00007755433,0.00005790001,0.0001211366,0.00001869248,0.000007981569,0.00002380047,0.000001557382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999116,0.0001247741,0.00005547659,0.00004424633,0.00001137275,0.000008576249,0.00009300038,0.000004842421,0.0005417254],"genre_scores_gemma":[0.9992092,0.00009320218,0.00006419348,0.00002952518,0.00002535,0.000008713373,0.0001888031,0.000002046143,0.0003788734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006081378,"threshold_uncertainty_score":0.01209193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233071902067269,"score_gpt":0.4196898040826174,"score_spread":0.3963826138758905,"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."}}