{"id":"W7132964033","doi":"","title":"Cellular Senescence and Mild Traumatic Brain Injury: Evidence from Sex-balanced Human and Mouse Studies","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Hospital for Sick Children","keywords":"Neuropathology; Chronic traumatic encephalopathy; Traumatic brain injury; Pathological; Head trauma; Senescence; Cohort; Concussion; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002249058,0.0005230772,0.0005205711,0.001779789,0.0003262855,0.0009757208,0.000411634,0.0006279292,0.002265543],"category_scores_gemma":[0.001693808,0.0003345018,0.0006053569,0.000897457,0.0007401473,0.0004483936,0.0006394851,0.0004880134,0.0003440349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002778839,"about_ca_system_score_gemma":0.0003324924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004803492,"about_ca_topic_score_gemma":0.0005469937,"domain_scores_codex":[0.9991812,0.0002070669,0.00007367309,0.0002811105,0.000176647,0.00008027397],"domain_scores_gemma":[0.9986145,0.0003667639,0.0005318033,0.0002075373,0.0001769959,0.0001023798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01184686,0.0009336282,0.358729,0.005873224,0.003654332,0.003233221,0.003159879,0.0004403662,0.4353229,0.00933144,0.00655104,0.1609242],"study_design_scores_gemma":[0.0003336641,0.006657026,0.7628735,0.00120051,0.002759231,0.01377269,0.00154502,0.0004242542,0.10044,0.005987359,0.1038378,0.0001690307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359693,0.1471776,0.004944878,0.001430992,0.0004273935,0.00008731538,0.003300414,0.00008683143,0.006575295],"genre_scores_gemma":[0.9124482,0.07856155,0.002223205,0.0009488677,0.0002358974,0.0001971581,0.002611372,0.00005743876,0.002716244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002265543,"threshold_uncertainty_score":0.01189435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2371009097076028,"score_gpt":0.4776629038334163,"score_spread":0.2405619941258136,"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."}}