{"id":"W2884556253","doi":"10.1002/brb3.1038","title":"Physiological underarousal as a mechanism of aggressive behavior in university athletes with a history of concussion","year":2018,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Sensation seeking; Concussion; Aggression; Athletes; Impulsivity; Psychology; Football; Personality; Clinical psychology; Anxiety; Ice hockey; Personality psychology; Injury prevention; Poison control; Developmental psychology; Psychiatry; Physical therapy; Medicine; Physical medicine and rehabilitation; Social psychology; Medical emergency","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":[0.000144714,0.0001056932,0.0003099219,0.0001488699,0.000023052,0.000001712732,0.00008185187,0.0001165962,0.0003223083],"category_scores_gemma":[0.0001045665,0.00007578569,0.00004200557,0.0001185624,0.0007109262,0.00004467051,0.00006333681,0.0001560084,0.000003851831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132382,"about_ca_system_score_gemma":0.0002427934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002006633,"about_ca_topic_score_gemma":0.0000403458,"domain_scores_codex":[0.999117,0.00009139891,0.00016659,0.0002174739,0.0002403784,0.0001672295],"domain_scores_gemma":[0.9993341,0.0001046985,0.000172466,0.000179325,0.0001088776,0.0001005069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002817947,0.002508542,0.04627882,0.0002480538,0.00003898981,0.00115678,0.002912069,3.061577e-8,0.9187067,0.00594157,0.001712303,0.01767821],"study_design_scores_gemma":[0.006087772,0.01044277,0.9582711,0.0006552454,0.0002723552,0.0002659755,0.00176659,0.00003016197,0.02147177,0.0001358177,0.0003775312,0.0002229297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984636,0.00007032456,0.00001535146,0.0001300606,0.00003179006,0.0005003499,0.0000126706,0.00001659243,0.0007592422],"genre_scores_gemma":[0.9973869,0.00001321145,0.0007106506,0.0000697201,0.00002099879,0.0000127299,0.00000702127,0.000008695839,0.001770111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9119923,"threshold_uncertainty_score":0.352905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0637995491222407,"score_gpt":0.3141825038479294,"score_spread":0.2503829547256887,"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."}}