{"id":"W6995467304","doi":"","title":"Objective Neurophysiological Measures of Cognitive Performance in Elite Ice Hockey Players","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Neurophysiology; Effects of sleep deprivation on cognitive performance; Ice hockey; Information processing; Psychophysiology; Elite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004808804,0.000744854,0.0002512409,0.0007329083,0.000317355,0.0006170524,0.0003838683,0.0004415349,0.002117688],"category_scores_gemma":[0.002098601,0.0001432458,0.0001274551,0.0006203948,0.0004002223,0.0002652465,0.0004496102,0.0002622368,0.0004220737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963669,"about_ca_system_score_gemma":0.0003248515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02687772,"about_ca_topic_score_gemma":0.05646573,"domain_scores_codex":[0.999703,0.00002722505,0.00003721273,0.00007125908,0.0001014877,0.00005983405],"domain_scores_gemma":[0.9988343,0.0001780134,0.0004181339,0.00003555134,0.0003495309,0.0001844637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001102322,0.0004961184,0.9631785,0.00014872,0.0001571808,0.0002092791,0.0008270887,0.0003398059,0.0168393,0.00002878602,0.0002894948,0.01638358],"study_design_scores_gemma":[0.000008021751,0.0002994364,0.9990801,0.000005567018,0.000008168756,0.00006610344,0.0001352116,0.00006017404,0.0002717882,0.000007700903,0.00005498916,0.000002738274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982673,0.00009011474,0.0001467961,0.000008088758,0.000003088189,0.00003996766,0.0003138802,0.000006189069,0.001124626],"genre_scores_gemma":[0.9981761,0.00009206394,0.0002444924,0.00002564161,0.000009664826,0.00003574464,0.000375541,0.000003523575,0.0010373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687772,"threshold_uncertainty_score":0.0534426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3827261836484967,"score_gpt":0.577419439799453,"score_spread":0.1946932561509563,"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."}}