{"id":"W2282531155","doi":"10.3171/2015.7.jns15809","title":"Brain tissue oxygen tension and its response to physiological manipulations: influence of distance from injury site in a swine model of traumatic brain injury","year":2016,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Traumatic brain injury; Brain tissue; Oxygen tension; Anesthesia; Neuroscience; Oxygen; Anatomy","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":[0.0009951137,0.0001816153,0.0008046244,0.0004125045,0.00002727607,0.000007360265,0.0001284741,0.00009233678,0.00001700478],"category_scores_gemma":[0.004839343,0.0001206283,0.0001529943,0.000411514,0.0001034984,0.0002750664,0.00005365184,0.0002018927,0.000002368827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002901485,"about_ca_system_score_gemma":0.00008996126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005264241,"about_ca_topic_score_gemma":0.000002527726,"domain_scores_codex":[0.9975298,0.0003812516,0.001213137,0.0002522159,0.0004329426,0.0001906495],"domain_scores_gemma":[0.9969054,0.001840129,0.0006147704,0.0002893929,0.0001898602,0.0001603924],"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":[0.006218293,0.0002285131,0.005867075,0.0001204708,0.00002761242,0.00006544219,0.0003619943,0.0004010548,0.9828983,0.00002288973,0.000900737,0.002887614],"study_design_scores_gemma":[0.001212563,0.001257285,0.9483805,0.002058358,0.00004834569,0.00006852695,0.00002938301,0.0007736089,0.04522053,0.0005827372,0.0002171112,0.0001510717],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931421,0.0002832461,0.0004612505,0.005675206,0.00007466834,0.0002643652,0.00008628261,0.000009246151,0.000003646051],"genre_scores_gemma":[0.9980003,0.0001258592,0.0004047403,0.001326756,0.00004546194,0.00000527139,0.00000136628,0.0000185705,0.00007163702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9425134,"threshold_uncertainty_score":0.5793495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093454143292016,"score_gpt":0.3116013384437202,"score_spread":0.2606667970108001,"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."}}