{"id":"W3039805591","doi":"10.3389/fneur.2020.00613","title":"Objective and Subjective Auditory Effects of Traumatic Brain Injury and Blast Exposure in Service Members and Veterans","year":2020,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Defense and Veterans Brain Injury Center","keywords":"Tinnitus; Traumatic brain injury; Audiology; Hearing loss; Service member; Psychology; Cognition; Blast injury; Medicine; Poison control; Psychiatry; Military personnel; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009613635,0.0003499907,0.0002416693,0.0009997673,0.0003144526,0.0007041164,0.0002460397,0.0003522885,0.002079446],"category_scores_gemma":[0.007220414,0.0001791622,0.0003182543,0.0005187248,0.0005703722,0.0005344666,0.00107408,0.00035223,0.000320247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313674,"about_ca_system_score_gemma":0.0002720389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004230776,"about_ca_topic_score_gemma":0.01043602,"domain_scores_codex":[0.9991137,0.0002789911,0.0001184481,0.0001090845,0.0002640412,0.0001157208],"domain_scores_gemma":[0.9947808,0.001140786,0.002624471,0.0002230968,0.0004663833,0.0007643803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001975463,0.00007776322,0.9956983,0.00002165569,0.00006840083,0.00009481756,0.0004595518,0.00004710833,0.0003289289,0.000007233334,0.00005283198,0.002945743],"study_design_scores_gemma":[0.000002673305,0.0002268523,0.9988832,0.000003725861,0.00001020316,0.0001480042,0.0005943364,0.00002790724,0.00005442649,0.000009026759,0.00003656911,0.000003128267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999459,0.00009083519,0.00002914994,0.00001133421,0.000002246296,0.000004883706,0.0001056508,0.000001599299,0.0002953638],"genre_scores_gemma":[0.9995426,0.0000677089,0.0000373883,0.00001610556,0.000007830104,0.000006567163,0.0001594601,9.741055e-7,0.0001613502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004230776,"threshold_uncertainty_score":0.008412302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795032850698617,"score_gpt":0.2728609555503153,"score_spread":0.2549106270433291,"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."}}