{"id":"W2936578110","doi":"10.1016/j.msksp.2019.04.002","title":"Exploring the role of cervical spine endurance as a predictor of concussion risk and recovery following sports related concussion","year":2019,"lang":"en","type":"article","venue":"Musculoskeletal Science and Practice","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Laurentian University","funders":"Northern Ontario Academic Medicine Association","keywords":"Concussion; Medicine; Cervical spine; Physical medicine and rehabilitation; Physical therapy; Injury prevention; Poison control; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004163203,0.0001171713,0.0002867592,0.0001183144,0.0001686551,0.00002776273,0.0001499756,0.00005864291,0.00008075355],"category_scores_gemma":[0.006079528,0.00006796646,0.00007334008,0.0007099726,0.0005400985,0.001320296,0.0001636761,0.0003648656,0.000007996709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003376571,"about_ca_system_score_gemma":0.0002424571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002012973,"about_ca_topic_score_gemma":0.000001298378,"domain_scores_codex":[0.9976043,0.0001998862,0.0003717585,0.0003495184,0.00120995,0.0002646392],"domain_scores_gemma":[0.9979946,0.001007588,0.0002718679,0.0003524454,0.0002000991,0.000173427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001552219,0.0002270765,0.1268169,0.0005390182,0.0001197305,0.00003188083,0.004221838,0.000006455079,0.4579972,0.00147716,0.00002000791,0.4069905],"study_design_scores_gemma":[0.001901909,0.001498589,0.9729666,0.0008169726,0.0002111142,0.0002171212,0.005733006,0.0009368988,0.0103273,0.0005364839,0.00468861,0.0001653888],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879754,0.0005318761,0.00001003226,0.001278733,0.0001913446,0.0005684289,0.000003013539,0.00001715209,0.009423989],"genre_scores_gemma":[0.9986024,0.0006576881,0.0005095023,0.00006030299,0.00002827316,0.00001283731,0.000001394517,0.00000980155,0.0001178006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8461497,"threshold_uncertainty_score":0.7278202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306275537801814,"score_gpt":0.3235910429910387,"score_spread":0.2929634892108574,"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."}}