{"id":"W3106670365","doi":"10.1177/2059700220975609","title":"Shortened telomeres and serum protein biomarker abnormalities in collision sport athletes regardless of concussion history and sex","year":2020,"lang":"en","type":"article","venue":"Journal of Concussion","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Concussion; Biomarker; Athletes; Medicine; Oxidative stress; Internal medicine; Saliva; Poison control; Oncology; Injury prevention; Physical therapy; Biology; Medical emergency; Genetics","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":[0.001008824,0.0001662877,0.0007021878,0.0003076811,0.00003647833,0.00001411124,0.0001031486,0.0001509587,0.0001497944],"category_scores_gemma":[0.0003295671,0.0001055196,0.0000773892,0.0001746001,0.0002755292,0.0002374822,0.00009470626,0.0003820921,8.497706e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001319454,"about_ca_system_score_gemma":0.0003354772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002332853,"about_ca_topic_score_gemma":0.000002644367,"domain_scores_codex":[0.9979199,0.000132357,0.0008815828,0.0001891179,0.0006672122,0.0002098098],"domain_scores_gemma":[0.9987582,0.0001372547,0.0004391391,0.0001397176,0.0001954447,0.0003302647],"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":[0.00925001,0.0002888209,0.3725721,0.002753993,0.0001793167,0.0009277799,0.00779972,0.000004022556,0.502018,0.0003452658,0.007632499,0.09622844],"study_design_scores_gemma":[0.01375819,0.005105919,0.7932997,0.009257342,0.0001733719,0.0008944735,0.007615055,0.00187389,0.1312233,0.0002413324,0.03607678,0.0004805808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921738,0.003371139,0.00002579603,0.00323534,0.00006949967,0.000463976,0.00000601274,0.00001020029,0.0006442544],"genre_scores_gemma":[0.9979296,0.0003920717,0.0007448097,0.0001974635,0.00008179076,0.000004419269,0.000002392947,0.00002142825,0.0006260512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4207277,"threshold_uncertainty_score":0.4302966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06050227372798102,"score_gpt":0.3015185700689303,"score_spread":0.2410162963409493,"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."}}