{"id":"W4413409341","doi":"10.21203/rs.3.rs-7273712/v1","title":"A Rat Model of Second Impact Syndrome in Diffuse Traumatic Brain Injury: Evidence of Facial Hypersensitivity, Neurological and Other Behavioral Alterations, and Immunological and Histopathological Tissue Changes","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Universidade de Fortaleza","keywords":"Traumatic brain injury; Medicine; Pathology; Brain tissue; Anatomy; Psychiatry","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":[0.0004948779,0.002479057,0.001084405,0.002423881,0.0008103951,0.0004671162,0.0006570344,0.0009798299,0.003798217],"category_scores_gemma":[0.0002317881,0.0004998753,0.0007942322,0.0008083651,0.001244526,0.0007673107,0.0006717303,0.002108885,0.0008375803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005999448,"about_ca_system_score_gemma":0.001003177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002356883,"about_ca_topic_score_gemma":0.003796437,"domain_scores_codex":[0.9996585,0.00004507936,0.00002430282,0.00008650199,0.00008159626,0.0001040337],"domain_scores_gemma":[0.9994239,0.00005329568,0.0001254869,0.000116031,0.00005965248,0.0002216557],"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":[0.00585061,0.004223177,0.001427412,0.0001870502,0.000081203,0.001536032,0.0002159095,0.000377405,0.9780757,0.001412115,0.0005457955,0.006067677],"study_design_scores_gemma":[0.000881864,0.04555383,0.03080945,0.00008709044,0.0004983708,0.005802559,0.0007196511,0.003881691,0.9048421,0.001398003,0.005391235,0.0001341209],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926804,0.0006487419,0.003358194,0.0002289187,0.0001462271,0.0001785913,0.0007653009,0.0001615526,0.001832049],"genre_scores_gemma":[0.974315,0.001774657,0.005975852,0.0001614912,0.00007980053,0.0005093339,0.001458854,0.00005994445,0.01566503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798217,"threshold_uncertainty_score":0.01270628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.180345208803588,"score_gpt":0.4376037147484081,"score_spread":0.25725850594482,"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."}}