{"id":"W4394675165","doi":"10.1093/arclin/acae027","title":"Cognitive, Sleep-Arousal, Physical, and Affective Domain Scores on the Post-Concussion Symptom Scale: Added Utility in Detecting Symptom Elevations among Student-Athletes with a Remote History of Concussion","year":2024,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Concussion; Athletes; Cognition; Physical therapy; Arousal; Medicine; Psychology; Clinical psychology; Poison control; Injury prevention; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166581,0.0005348998,0.0004226279,0.001497099,0.0002213835,0.0005996393,0.0004122409,0.0005072046,0.001699929],"category_scores_gemma":[0.004120549,0.0002016338,0.0004621708,0.0006477889,0.0002681598,0.000468329,0.0007612293,0.0005118772,0.0003949325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001752793,"about_ca_system_score_gemma":0.0002549982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464834,"about_ca_topic_score_gemma":0.004612525,"domain_scores_codex":[0.9994031,0.0001882809,0.00009991408,0.00007389375,0.0001733334,0.00006138007],"domain_scores_gemma":[0.9979783,0.0003767832,0.0008295156,0.00006471278,0.0004566128,0.000294048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001732076,0.00009505226,0.9949582,0.00002475973,0.00004496537,0.00004917491,0.00005240031,0.0000440561,0.0003223274,0.000004703362,0.0001043063,0.004126878],"study_design_scores_gemma":[0.00001661219,0.0002974176,0.9984691,0.00001224145,0.00002891157,0.0004206785,0.0001003716,0.0004184719,0.0001494048,0.00001145794,0.00007124849,0.000004084698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998757,0.0001855525,0.0001229392,0.00003448732,0.00001189882,0.00004503373,0.0002410478,0.000007628705,0.0005944798],"genre_scores_gemma":[0.9988884,0.0001012873,0.0005021291,0.00001456066,0.00001894833,0.00002635617,0.0002986268,0.000001317769,0.000148421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001699929,"threshold_uncertainty_score":0.006169558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05243340414612287,"score_gpt":0.3959500295900613,"score_spread":0.3435166254439384,"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."}}