{"id":"W2268258510","doi":"","title":"The Nova Multilingual Neuropsychological Battery: Traumatic Brain Injury Pilot Study","year":2010,"lang":"en","type":"article","venue":"NSUWorks (Nova Southeastern University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Traumatic brain injury; Neuropsychology; Nova scotia; Psychology; Battery (electricity); Psychiatry; Cognition; Engineering; Aeronautics; Geography; Physics; Power (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001087327,0.0003754173,0.0004802203,0.0004155425,0.0004502115,0.0001362438,0.0009436108,0.0001811805,0.0007950178],"category_scores_gemma":[0.0005574816,0.0002784692,0.0001566067,0.0009568646,0.0005894328,0.0001323696,0.0003198705,0.002144927,0.0006698383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004705838,"about_ca_system_score_gemma":0.000144862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009216105,"about_ca_topic_score_gemma":0.0005619032,"domain_scores_codex":[0.9968346,0.0004318164,0.00045,0.0007134485,0.0007810677,0.0007890552],"domain_scores_gemma":[0.9969223,0.0009464474,0.0001568202,0.001341063,0.0002252491,0.0004080991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04400407,0.02489507,0.5167239,0.0003369892,0.001994814,0.005368345,0.02057349,0.00002470831,0.0371143,0.002328946,0.005806204,0.3408291],"study_design_scores_gemma":[0.0173292,0.01670449,0.9086359,0.0002209291,0.0004102257,0.0004683728,0.03695885,0.0011902,0.0001577969,0.0001446591,0.01669745,0.001081889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827425,0.000007452794,0.0003378464,0.003728775,0.001068923,0.001467009,0.00002408606,0.0002406614,0.01038278],"genre_scores_gemma":[0.9887121,0.000001863714,0.0002741007,0.0004792762,0.0002980115,0.0000030754,0.000007367484,0.00006319824,0.01016095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.391912,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1312992531069844,"score_gpt":0.3570326214166727,"score_spread":0.2257333683096883,"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."}}