{"id":"W1995136688","doi":"10.2466/pms.2001.93.1.281","title":"Symptom Cluster Associated with Mild Traumatic Brain Injury in University Students","year":2001,"lang":"en","type":"article","venue":"Perceptual and Motor Skills","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Traumatic brain injury; Cognition; Psychology; Population; Clinical psychology; Cluster (spacecraft); Head injury; Medicine; 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":[0.000249838,0.0002566614,0.0007850021,0.001784971,0.00105744,0.00058022,0.0003678179,0.0004041175,0.001712915],"category_scores_gemma":[0.002297186,0.0002292019,0.0004350967,0.001120711,0.0004761951,0.0003174228,0.0007801441,0.0004633945,0.0002555657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005356662,"about_ca_system_score_gemma":0.000706027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004676901,"about_ca_topic_score_gemma":0.006048474,"domain_scores_codex":[0.9996454,0.00005585469,0.00005546687,0.00004277776,0.0001038686,0.00009667452],"domain_scores_gemma":[0.9987728,0.00009018926,0.0005168045,0.00003203385,0.000132359,0.0004557044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001500226,0.000128372,0.9937889,0.00003813156,0.00003320871,0.001013947,0.00047939,0.00005002691,0.001037624,0.00002941825,0.0002293425,0.003021607],"study_design_scores_gemma":[0.000005786621,0.0002069548,0.9964399,0.000006837756,0.00001615067,0.002369532,0.0006414931,0.00009672259,0.00007638241,0.00002471348,0.0001082469,0.000007299691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995222,0.00006590605,0.00002017795,0.00003558502,0.000004447981,0.00001499382,0.00004598224,0.000003708384,0.0002870494],"genre_scores_gemma":[0.9997062,0.00005162847,0.0000429121,0.00001302188,0.0000079914,0.000008105641,0.00009580004,6.984099e-7,0.00007368397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004676901,"threshold_uncertainty_score":0.009299397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04046046965593814,"score_gpt":0.3246885445035975,"score_spread":0.2842280748476594,"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."}}