{"id":"W2510259060","doi":"10.1123/ijatt.2016-0005","title":"Frequency and Magnitude of Head Accelerations in a Canadian Interuniversity Sport Football Team’s Training Camp and Season","year":2016,"lang":"en","type":"article","venue":"International Journal of Athletic Therapy & Training","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Concussion; Offensive; Football; College football; American football; Football players; Psychology; Physical medicine and rehabilitation; Physical therapy; Injury prevention; Poison control; Medicine; Medical emergency; Engineering; Geography; Operations research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007998075,0.0001212301,0.0003240162,0.0006168154,0.00003862962,0.00003051471,0.0002070329,0.00007038275,0.0002063136],"category_scores_gemma":[0.0002080083,0.00009207469,0.00007148045,0.0001045843,0.0001827234,0.0002317005,0.00002293241,0.0002569351,9.822226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737539,"about_ca_system_score_gemma":0.000860741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317119,"about_ca_topic_score_gemma":0.01273893,"domain_scores_codex":[0.9986461,0.00004524197,0.0004633919,0.0001496102,0.0004387146,0.0002569416],"domain_scores_gemma":[0.9988418,0.0001830623,0.0001972002,0.00009255355,0.0003788132,0.000306578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007509299,0.0001490048,0.4568304,0.00002664977,0.0005770436,0.0005830069,0.0436204,0.000002665766,0.04206836,0.002836829,0.00005384222,0.4525009],"study_design_scores_gemma":[0.01058905,0.001259363,0.9670201,0.002381625,0.00004992577,0.00230454,0.00983594,0.0001320743,0.001078011,0.001322311,0.003782128,0.0002449454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910396,0.0003216425,0.0001957963,0.006623495,0.0001368471,0.0001576291,0.00002010419,0.000005802522,0.001499089],"genre_scores_gemma":[0.9962316,0.0003668603,0.002934245,0.0002465236,0.0001142344,0.000002036568,0.0000021909,0.00001464362,0.00008768526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5101898,"threshold_uncertainty_score":0.7108625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033593442243045,"score_gpt":0.3490335858163112,"score_spread":0.2456742415920067,"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."}}