{"id":"W2014502043","doi":"10.1186/cc5517","title":"Hyperoxemia improves cerebral autoregulation in severe traumatic brain injury","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Hyperventilation; Cerebral autoregulation; Medicine; Hyperoxia; Autoregulation; Cerebral perfusion pressure; Cerebral blood flow; Anesthesia; Intracranial pressure; Traumatic brain injury; Middle cerebral artery; Head injury; Blood pressure; Cardiology; Internal medicine; Ischemia; Surgery; Lung","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001531353,0.0004406758,0.0003944855,0.0001733835,0.0001471631,0.0001761412,0.0001912758,0.0001506477,0.0009086906],"category_scores_gemma":[0.0001527203,0.00008364243,0.0001656545,0.00009509001,0.0002666789,0.0002067607,0.0001842747,0.0004502448,0.0001158559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221448,"about_ca_system_score_gemma":0.0002880253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003640351,"about_ca_topic_score_gemma":0.0007223898,"domain_scores_codex":[0.9999516,0.00001204311,0.00000527287,0.000008151529,0.000009222853,0.00001380244],"domain_scores_gemma":[0.9999212,0.000005184656,0.0000258418,0.000008075361,0.00001052266,0.00002916109],"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":[0.01353303,0.0009764847,0.001129852,0.0002475021,0.00007993219,0.0003023513,0.0001181131,0.0002437198,0.9558125,0.0001347448,0.0002710627,0.02715068],"study_design_scores_gemma":[0.001520903,0.08248243,0.06927838,0.00009507684,0.0004551356,0.001389265,0.0003777466,0.00195615,0.8364555,0.0004696196,0.005478738,0.00004114891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982811,0.0008858867,0.0004187558,0.00005195169,0.0000223372,0.00002083621,0.00003190928,0.00002630304,0.0002608565],"genre_scores_gemma":[0.9969622,0.001575332,0.0005523905,0.0000539447,0.00003388817,0.00003580472,0.0001812711,0.000005526481,0.0005996259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009086906,"threshold_uncertainty_score":0.003039896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276501738844168,"score_gpt":0.3261651937506484,"score_spread":0.2985150198662316,"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."}}