{"id":"W4389831896","doi":"10.4103/1673-5374.389629","title":"Impact of increasing one-carbon metabolites on traumatic brain injury outcome using pre-clinical models","year":2023,"lang":"en","type":"article","venue":"Neural Regeneration Research","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Traumatic brain injury; Medicine; Vitamin D and neurology; Neuroprotection; Vitamin; Internal medicine; 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":[0.00259119,0.0006572207,0.002062822,0.002330686,0.0002928642,0.001534093,0.0008400941,0.001055515,0.004333366],"category_scores_gemma":[0.003608687,0.0001841967,0.001960338,0.002057659,0.000336882,0.0009566411,0.0006558557,0.0008042154,0.0006657451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007211912,"about_ca_system_score_gemma":0.002059971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606513,"about_ca_topic_score_gemma":0.004005152,"domain_scores_codex":[0.9988618,0.0004364812,0.0002844325,0.0001205301,0.0002386982,0.00005795496],"domain_scores_gemma":[0.9973008,0.001507555,0.0005908594,0.00008829697,0.0004510487,0.00006140383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006924756,0.001444551,0.005423661,0.4804342,0.008918704,0.000881749,0.000428251,0.0007237399,0.03437233,0.002832036,0.009308833,0.4483071],"study_design_scores_gemma":[0.002873225,0.04294768,0.06230933,0.2612138,0.07278411,0.005192542,0.001957692,0.001131468,0.0740367,0.009945513,0.4651645,0.0004434727],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01954555,0.974077,0.0008420222,0.0009450463,0.0002884143,0.0003139606,0.001218703,0.00003232767,0.002736967],"genre_scores_gemma":[0.06446341,0.9298852,0.002392884,0.0007658482,0.0001047142,0.0004733239,0.0009761235,0.0000120503,0.0009263835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004333366,"threshold_uncertainty_score":0.01449656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4461111537593007,"score_gpt":0.5251092846947952,"score_spread":0.07899813093549457,"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."}}