{"id":"W2149533606","doi":"10.1093/arclin/acr077","title":"Role of Neuropsychologists in the Evaluation and Management of Sport-Related Concussion: An Inter-Organization Position Statement","year":2011,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Concussion; Position statement; Athletes; Neuropsychology; Psychology; Medical education; Position paper; Clinical neuropsychology; Professional association; Health care; Legislation; Medicine; Physical therapy; Psychiatry; Poison control; Political science; Family medicine; Injury prevention; Public relations; Medical emergency; Cognition","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":[0.001612831,0.00009558198,0.0003715552,0.000164392,0.00001407696,0.000001858554,0.0002224318,0.00006639934,0.0001290108],"category_scores_gemma":[0.0001822425,0.00006675914,0.00005698382,0.0002632228,0.0006280817,0.00005115081,0.00006868973,0.0002553292,0.000002362395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002846646,"about_ca_system_score_gemma":0.00002311515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001347387,"about_ca_topic_score_gemma":0.000002609013,"domain_scores_codex":[0.9971818,0.0007275076,0.00135249,0.0003162583,0.0002868231,0.0001350735],"domain_scores_gemma":[0.9986004,0.0002700152,0.0004543254,0.0005115438,0.0001003555,0.00006338233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003074803,0.003781011,0.6568502,0.0002295278,0.0001411244,0.00006026366,0.004117523,0.000003790163,0.009756209,0.01140881,0.00002666412,0.3105501],"study_design_scores_gemma":[0.002860923,0.003451629,0.9877074,0.0001219946,0.00007967024,0.00004571845,0.0004660928,0.000325321,0.0003475498,0.004528834,0.00002037824,0.00004442831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899443,0.00003069246,0.0001283553,0.0005770773,0.0001021323,0.0008268828,0.00000386985,0.000009214518,0.00837744],"genre_scores_gemma":[0.9976538,0.0003103604,0.001775886,0.0001815621,0.00001107237,0.00001138102,0.00003169877,0.00001395393,0.00001027408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3308573,"threshold_uncertainty_score":0.2722359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586818712796493,"score_gpt":0.468482917563082,"score_spread":0.3098010462834327,"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."}}