{"id":"W2954157426","doi":"10.1007/s12028-019-00748-x","title":"Observations on the Cerebral Effects of Refractory Intracranial Hypertension After Severe Traumatic Brain Injury","year":2019,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital; University of Manitoba","funders":"Woolf Fisher Trust; National Institute for Health and Care Research","keywords":"Medicine; Intracranial pressure; Traumatic brain injury; Blood pressure; Pulse pressure; Autoregulation; Refractory (planetary science); Anesthesia; Internal medicine; Neurology; Cardiology","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":[0.00008125867,0.0001939711,0.00036816,0.00005380854,0.00006689487,0.00001717676,0.00013729,0.0001056975,0.0002149556],"category_scores_gemma":[0.001146013,0.0001270119,0.0002301805,0.0001745369,0.000130533,0.00008953615,0.0000363724,0.0004576719,0.00008631704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002574995,"about_ca_system_score_gemma":0.00004968181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004972002,"about_ca_topic_score_gemma":0.000002515771,"domain_scores_codex":[0.998452,0.0002009559,0.0003042703,0.000323054,0.0004684276,0.000251273],"domain_scores_gemma":[0.9975115,0.00162349,0.00003969909,0.0005767527,0.0001400324,0.0001085053],"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":[0.01780912,0.00951485,0.1635125,0.058106,0.001225918,0.004001759,0.01940554,0.00003089883,0.4522716,0.0810903,0.05857867,0.1344528],"study_design_scores_gemma":[0.002210797,0.003351819,0.9782462,0.001222153,0.000281406,0.0001670714,0.0008519881,0.0001192417,0.01020673,0.0004322768,0.002615417,0.0002948892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992096,0.0001794856,0.000007707116,0.005251112,0.0005002048,0.0007778188,0.00002388504,0.00005588019,0.001107901],"genre_scores_gemma":[0.9869336,0.000007111277,0.00009657748,0.01263468,0.0001248749,0.00005058759,0.00001312937,0.00003185006,0.0001075232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8147337,"threshold_uncertainty_score":0.5179397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261993371071418,"score_gpt":0.2570627707924554,"score_spread":0.2344428370817412,"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."}}