{"id":"W3005886788","doi":"10.3389/fnhum.2020.00042","title":"Neurovascular Coupling by Functional Near Infra-Red Spectroscopy and Sport-Related Concussion in Retired Rugby Players: The UK Rugby Health Project","year":2020,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Neurovascular bundle; Hemodynamics; Concussion; Medicine; Haemodynamic response; Cardiology; Psychology; Internal medicine; Anesthesia; Physical therapy; Physical medicine and rehabilitation; Poison control; Surgery; Injury prevention; Heart rate; Blood pressure; Emergency medicine","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":[0.0005574825,0.0002499159,0.0004832407,0.0001611725,0.0003411689,0.0001258984,0.000244246,0.0000873524,0.00001215029],"category_scores_gemma":[0.0002332353,0.0001911739,0.00007045258,0.0009074585,0.0007650217,0.0001728213,0.0001008415,0.0008880144,5.381308e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420826,"about_ca_system_score_gemma":0.0002213323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276485,"about_ca_topic_score_gemma":0.000003545199,"domain_scores_codex":[0.9975514,0.00006826907,0.0005300266,0.0007897325,0.0005122877,0.0005483309],"domain_scores_gemma":[0.9992617,0.000027954,0.0001460376,0.0003198222,0.00002755545,0.0002169557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005987081,0.0003468441,0.6033725,0.0001767043,0.00001316645,0.0002464795,0.002047973,0.0005876517,0.2978138,0.0006113233,0.09377203,0.0004128439],"study_design_scores_gemma":[0.007231653,0.004958448,0.2582423,0.0007660479,0.00008303655,0.0001489817,0.001076702,0.6774651,0.03151006,0.000871103,0.01652579,0.001120773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788099,0.0007575809,0.008026629,0.01013125,0.0004779118,0.001255646,0.000008289818,0.0002387204,0.000294051],"genre_scores_gemma":[0.991501,0.0003359708,0.003196976,0.00471245,0.00004394858,0.00003104818,0.00001960534,0.00003251892,0.0001264375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6768774,"threshold_uncertainty_score":0.7795844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148301893493799,"score_gpt":0.2963627641697953,"score_spread":0.2748797452348574,"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."}}