{"id":"W1983621019","doi":"10.3791/51820","title":"A Novel Model of Mild Traumatic Brain Injury for Juvenile Rats","year":2014,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"Alberta Children's Hospital Research Institute; Alberta Children's Hospital Foundation; Children's Hospital Foundation; American College Health Foundation; University of Calgary; U.S. Department of Veterans Affairs","keywords":"Concussion; Traumatic brain injury; Physical medicine and rehabilitation; Juvenile; Animal model; Rodent model; Medicine; Head injury; Poison control; Injury prevention; Neuroscience; Psychology; Surgery; Biology; Emergency medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001605634,0.0002034183,0.0009407229,0.0003746582,0.00005746948,0.00002180699,0.0002725199,0.0001262571,0.0001214812],"category_scores_gemma":[0.0009576338,0.0001632501,0.0003814105,0.0001850403,0.0001063866,0.0001681299,0.00004451928,0.0002389698,0.000006183308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168504,"about_ca_system_score_gemma":0.0002792884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007104212,"about_ca_topic_score_gemma":4.272869e-7,"domain_scores_codex":[0.9971898,0.0001037513,0.001296692,0.0001751524,0.0008857747,0.0003488871],"domain_scores_gemma":[0.9978022,0.0004117061,0.0007097664,0.0003307563,0.0004525844,0.0002929945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003096113,0.001483099,0.00007666461,0.0003991768,0.0003135775,0.000001607875,0.002893943,0.00004547729,0.9719484,0.0008251842,0.01603022,0.002886528],"study_design_scores_gemma":[0.02137347,0.005213087,0.0003883756,0.001182228,0.0001969462,0.0001046466,0.001023234,0.06899244,0.8980859,0.001292994,0.001862453,0.0002842427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848197,0.0002058908,0.1119393,0.001174916,0.0002350051,0.0008298946,0.0000283444,0.00001841855,0.0007485449],"genre_scores_gemma":[0.9088246,0.000009061619,0.08947008,0.0007649767,0.0001779237,0.00004234074,0.000005568804,0.00005660471,0.0006488943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07386254,"threshold_uncertainty_score":0.6657147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1992579893682141,"score_gpt":0.5130351923313982,"score_spread":0.313777202963184,"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."}}