{"id":"W4391384530","doi":"10.1136/bjsports-2023-concussion.255","title":"4.3 Analysis of biomarkers following an aerobic exercise intervention for individuals recovering from concussion","year":2024,"lang":"en","type":"article","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Defence Research and Development Canada; University of Toronto","funders":"","keywords":"Medicine; Biomarker; Concussion; Aerobic exercise; Randomized controlled trial; Physical therapy; Internal medicine; Traumatic brain injury; Sports medicine; Poison control; Injury prevention; Emergency medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001673916,0.0005986576,0.001010566,0.0004084037,0.0003968974,0.0004033598,0.0004618926,0.0007951884,0.003787494],"category_scores_gemma":[0.002129969,0.0003448636,0.001602615,0.0004235822,0.0002730435,0.0002738188,0.0003807897,0.0005309891,0.000451179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004419342,"about_ca_system_score_gemma":0.00138866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203195,"about_ca_topic_score_gemma":0.00314065,"domain_scores_codex":[0.9987828,0.0006195497,0.0001371316,0.0001338792,0.0001741185,0.0001525721],"domain_scores_gemma":[0.9986318,0.0002463751,0.0004734041,0.0001220978,0.0003043115,0.0002220432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8125057,0.03271981,0.03261611,0.00326153,0.002482103,0.00006425413,0.0001862117,0.0005854857,0.01184263,0.00009066697,0.001667911,0.1019776],"study_design_scores_gemma":[0.1346713,0.580909,0.2645463,0.0003692495,0.003672709,0.00007198925,0.0001879065,0.001222464,0.01187776,0.0001844145,0.002230768,0.00005618229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895341,0.001201793,0.0006470519,0.0001356793,0.0001022175,0.005923455,0.001085021,0.00006753275,0.001303086],"genre_scores_gemma":[0.9818885,0.0007042154,0.003713824,0.0002729609,0.0001171195,0.01075761,0.0009071603,0.000009781493,0.001628804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003787494,"threshold_uncertainty_score":0.0126704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0618941924128511,"score_gpt":0.3894460044419611,"score_spread":0.32755181202911,"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."}}