{"id":"W4289532574","doi":"10.25305/unj.254486","title":"Evaluation of Doppler and electroencephalographic changes in patients with postconcussion syndrome due to mild blast traumatic brain injury","year":2022,"lang":"en","type":"article","venue":"Ukrainian Neurosurgical Journal","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic brain injury; Transcranial Doppler; Medicine; Electroencephalography; Duplex scanning; Neuropsychology; Cardiology; Blast injury; Anesthesia; Internal medicine; Poison control; Cognition; Psychiatry; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001630962,0.000233929,0.0002638851,0.0006914509,0.0002249938,0.0002296387,0.0001258389,0.0002850515,0.0009283662],"category_scores_gemma":[0.001410227,0.000106287,0.0001439231,0.0003098008,0.0002034786,0.0001837471,0.000157167,0.0002016803,0.0001332855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173108,"about_ca_system_score_gemma":0.0001491532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584165,"about_ca_topic_score_gemma":0.001477216,"domain_scores_codex":[0.9998668,0.0000318338,0.00002134698,0.00002598347,0.00002789901,0.00002611546],"domain_scores_gemma":[0.999595,0.00008027528,0.0001728147,0.00001382472,0.00005714605,0.00008096008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002138636,0.00005346499,0.9936284,0.00002433305,0.00002942829,0.001867835,0.000180031,0.00005209326,0.0008416764,0.00001414823,0.00007371663,0.003020986],"study_design_scores_gemma":[0.000008663654,0.000255145,0.9951226,0.000007716681,0.00001347096,0.004048303,0.0002033272,0.00009341296,0.0001281161,0.00001628207,0.0001002459,0.000002628706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999459,0.0002059234,0.0000435552,0.00001591188,0.000003935036,0.000006091832,0.00004720605,0.000002234904,0.0002161668],"genre_scores_gemma":[0.9997274,0.0001051236,0.00002967646,0.00001155124,0.0000068573,0.000003663737,0.00006751899,2.649511e-7,0.00004781416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001584165,"threshold_uncertainty_score":0.003149927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04846644008163508,"score_gpt":0.3214290744408799,"score_spread":0.2729626343592448,"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."}}