{"id":"W4389885207","doi":"10.61186/aassjournal.1255","title":"Video Analysis of Acute Hamstring Injury Mechanisms During Deadlifts","year":2023,"lang":"en","type":"article","venue":"Annals of Applied Sport Science","topic":"Sports injuries and prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CNIB Foundation; McMaster University; Western University; St Joseph's Health Centre; Queen's University","funders":"","keywords":"Hamstring; Sports biomechanics; Kinesiology; Hamstring injury; Physical medicine and rehabilitation; Sports medicine; Medicine; Injury prevention; Poison control; Psychology; Physical therapy; Medical emergency; Engineering; Simulation","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":[0.001193397,0.0001088303,0.0004615741,0.001064216,0.000112128,0.00000971229,0.0002210848,0.00005114035,0.0001297013],"category_scores_gemma":[0.00001496389,0.00009961665,0.0001922622,0.005070096,0.0002453204,0.0001230933,0.0001238927,0.0000810967,0.0000100048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001187353,"about_ca_system_score_gemma":0.0001110825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004751255,"about_ca_topic_score_gemma":0.000003333999,"domain_scores_codex":[0.9981413,0.000001725788,0.0004703479,0.0003449889,0.0007195927,0.0003219958],"domain_scores_gemma":[0.9989608,0.00001023016,0.0002820643,0.0004369533,0.0001824565,0.0001275044],"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":[0.0007610447,0.0001490839,0.05820804,0.000159573,0.001187965,0.00005808492,0.000854759,0.0005590881,0.9028322,0.02706373,0.0002731958,0.007893279],"study_design_scores_gemma":[0.0001317141,0.00007118054,0.4727957,0.00004184039,0.0005055304,0.00000157609,0.0001753791,0.0002640574,0.5245235,0.001269453,0.0001295943,0.00009045257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996794,0.000009119313,0.000174896,0.0001375018,0.00007044382,0.000178991,0.000018456,0.00005880043,0.002557749],"genre_scores_gemma":[0.9986736,0.0001150839,0.0007894585,0.000120084,0.00001878459,0.00000943825,0.0000297639,0.000008752003,0.000235013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4145877,"threshold_uncertainty_score":0.4062249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626210313597576,"score_gpt":0.3424303197761905,"score_spread":0.3161682166402147,"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."}}