{"id":"W2993782558","doi":"10.1089/neu.2019.6834","title":"Perceived Change in Physical, Cognitive, and Emotional Symptoms after Mild Traumatic Brain Injury in Patients with Pre-Injury Anxiety or Depression","year":2019,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Traumatic brain injury; Depression (economics); Concussion; Anxiety; Medicine; Physical therapy; Poison control; Emergency department; Injury prevention; Psychiatry; Emergency medicine","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":[0.00036795,0.0002724061,0.0006681338,0.0005701174,0.0000309425,0.00004155099,0.0001453597,0.0001155261,0.000274932],"category_scores_gemma":[0.0002182289,0.0001793024,0.0001025069,0.0004346883,0.0001246292,0.0005302595,0.0000624731,0.0009166921,0.00001414265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008619,"about_ca_system_score_gemma":0.0001213587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001621217,"about_ca_topic_score_gemma":0.00001586707,"domain_scores_codex":[0.9973843,0.0002666651,0.0006322319,0.0003404498,0.0009737961,0.0004025493],"domain_scores_gemma":[0.9986914,0.0003466225,0.0002621597,0.0002259585,0.000223496,0.0002503975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01730813,0.001604149,0.9371073,0.0004292487,0.00005740609,0.00007852457,0.004510853,0.00000179704,0.0007540928,0.000001179487,0.00008652113,0.03806081],"study_design_scores_gemma":[0.009661585,0.005215122,0.9801363,0.003926854,0.0000425507,0.00009976742,0.0001926341,0.0003969292,0.0001043959,0.00001574235,0.00002610121,0.0001820002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976515,0.00003429745,0.000003057674,0.0005582583,0.00008723868,0.001541204,0.0000322257,0.00001144455,0.0000807717],"genre_scores_gemma":[0.9987236,0.00003305058,0.0001325782,0.0008027764,0.0001394031,0.00002942913,0.000006627962,0.00005107869,0.00008140539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04302902,"threshold_uncertainty_score":0.7311739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06853227765595306,"score_gpt":0.3641607136936919,"score_spread":0.2956284360377389,"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."}}