{"id":"W4407640455","doi":"10.1089/neur.2024.0165","title":"A Clinically Relevant Mouse Model of Concussion Incorporating High Rotational Forces","year":2025,"lang":"en","type":"article","venue":"Neurotrauma Reports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Concussion; Physical medicine and rehabilitation; Computer science; Medicine; Injury prevention; Poison control; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008799036,0.0001685157,0.0004857697,0.0002285621,0.00008822377,0.00002143245,0.000109377,0.0001420166,0.00006219913],"category_scores_gemma":[0.002340775,0.0001373049,0.0001513637,0.0003074512,0.0002011124,0.0001040504,0.000103435,0.0004200091,0.000004555052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004948311,"about_ca_system_score_gemma":0.0007063017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004576533,"about_ca_topic_score_gemma":0.000004900676,"domain_scores_codex":[0.9969153,0.00009148083,0.001509116,0.0004675481,0.00076702,0.0002494886],"domain_scores_gemma":[0.9978022,0.0004402447,0.0005558567,0.0006557572,0.0004030121,0.0001429221],"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":[0.003299606,0.001789529,0.1707583,0.002283515,0.0004067776,0.0016786,0.0007286546,0.006742684,0.701196,0.02088564,0.009308864,0.0809218],"study_design_scores_gemma":[0.01069949,0.004232429,0.2556173,0.003401751,0.0005583315,0.001423119,0.0004699847,0.3021671,0.3242421,0.09523748,0.000868783,0.001082121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842635,0.00001723694,0.003273386,0.001939592,0.0001794601,0.0008832848,0.00001153848,0.0001045764,0.009327463],"genre_scores_gemma":[0.9765893,0.000009428933,0.01843032,0.0005586615,0.00004723639,0.00007407017,0.00002921268,0.0000277536,0.004233991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769539,"threshold_uncertainty_score":0.5599132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08267157907182754,"score_gpt":0.3777720526993562,"score_spread":0.2951004736275287,"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."}}