{"id":"W2108097781","doi":"10.5539/ies.v3n3p137","title":"Neurocognitive Performance: Returning to Competition","year":2010,"lang":"en","type":"article","venue":"International Education Studies","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Athletes; Competition (biology); Neurocognitive; Psychology; Competitive athletes; Physical therapy; Medicine; Applied psychology; Injury prevention; Medical education; Computer security; Poison control; Medical emergency; Psychiatry; Computer science; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007190545,0.0005514333,0.0005524107,0.0009911484,0.001004972,0.001389678,0.0007667873,0.0009685192,0.003946104],"category_scores_gemma":[0.007100691,0.00007841755,0.0004137419,0.0006599821,0.000550751,0.0008655846,0.0008724494,0.001087659,0.001295373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007459572,"about_ca_system_score_gemma":0.0008135274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027518,"about_ca_topic_score_gemma":0.008937824,"domain_scores_codex":[0.9994099,0.00009596319,0.0000602998,0.00006054216,0.0001381075,0.0002351848],"domain_scores_gemma":[0.9980509,0.0001585421,0.0004280342,0.00007456386,0.0004930159,0.0007948549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007860811,0.001701606,0.8414304,0.0002255229,0.0001888063,0.005033505,0.001348691,0.0008076509,0.0007570778,0.0005784309,0.006639007,0.1405031],"study_design_scores_gemma":[0.00001935162,0.001336999,0.9906932,0.0001106526,0.00007133095,0.002953746,0.001276878,0.0003065041,0.0002550248,0.0007732625,0.002176008,0.0000271576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721663,0.001386834,0.000163007,0.002042398,0.0001491568,0.00005707607,0.0002662375,0.00004384697,0.02372515],"genre_scores_gemma":[0.9975451,0.0003673809,0.00008433199,0.0002072632,0.00005522832,0.00001352018,0.0001863089,0.000006239664,0.001534689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01027518,"threshold_uncertainty_score":0.02043074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119197396594051,"score_gpt":0.4640941422285303,"score_spread":0.3448967456344794,"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."}}