{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004092862,0.0001760548,0.0003546025,0.0002349699,0.00008125146,0.00002905764,0.0001545426,0.0001286306,0.0004990488],"category_scores_gemma":[0.0002081849,0.0001415098,0.00004837247,0.0003486646,0.0001992762,0.0001251748,0.00008386058,0.0002984783,0.00004775996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000198309,"about_ca_system_score_gemma":0.00006299063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001287688,"about_ca_topic_score_gemma":0.0002420477,"domain_scores_codex":[0.998415,0.0001588087,0.0002048287,0.0003091102,0.0005245165,0.0003877258],"domain_scores_gemma":[0.9991531,0.0002893186,0.00004369221,0.0002140704,0.00006519957,0.0002346007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001304593,0.001834698,0.9653243,0.00009662043,0.0002203396,0.0002299231,0.01514625,0.000001433277,0.0008449173,0.00003190458,0.003901251,0.0110638],"study_design_scores_gemma":[0.004918356,0.0009040103,0.9893098,0.000417014,0.0000444127,0.00003886033,0.002919714,0.0001171409,0.00000819953,0.00001439951,0.001136448,0.000171578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963222,0.00001905947,0.00002101111,0.00124684,0.00003185316,0.0007215238,0.00002516877,0.00005576563,0.001556626],"genre_scores_gemma":[0.9845005,0.00005823431,0.0001808353,0.0007063096,0.00003610123,0.000007735438,0.00002388657,0.00002296697,0.01446347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0239856,"threshold_uncertainty_score":0.5770602,"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."}}