{"id":"W2999789456","doi":"10.1002/9780470015902.a0027190","title":"Traumatic Brain Injury","year":2020,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Traumatic brain injury; Medicine; Injury prevention; Neuroimaging; Intensive care medicine; Poison control; Psychology; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004135869,0.0008352916,0.0004843507,0.002258382,0.001395015,0.001991612,0.0006331626,0.0009688797,0.1803873],"category_scores_gemma":[0.002230093,0.00009943242,0.000607349,0.002211335,0.0004882356,0.001013598,0.001769184,0.001220498,0.07301764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009084101,"about_ca_system_score_gemma":0.002554717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00350718,"about_ca_topic_score_gemma":0.004205997,"domain_scores_codex":[0.9993511,0.0001022153,0.0000790541,0.00007786702,0.0002534991,0.0001361642],"domain_scores_gemma":[0.9991098,0.00008244482,0.0001196407,0.00005467833,0.0004221314,0.0002112164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001344111,0.000125897,0.004793529,0.001306761,0.00004248989,0.0007932695,0.0001186647,0.00009446836,0.0002253228,0.008506196,0.5451468,0.4387123],"study_design_scores_gemma":[0.00002656692,0.0001258889,0.009931337,0.001997269,0.00003658547,0.005144935,0.0002843851,0.00006929697,0.0002038702,0.006524149,0.975635,0.00002076383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008273496,0.06781095,0.002506952,0.01407539,0.01062506,0.0005476266,0.01519647,0.0006789239,0.8802851],"genre_scores_gemma":[0.1108048,0.1841004,0.004413599,0.01376296,0.01048294,0.001109301,0.03658959,0.0002771899,0.6384592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1803873,"threshold_uncertainty_score":0.6034558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03414232781574679,"score_gpt":0.299995633669276,"score_spread":0.2658533058535292,"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."}}