{"id":"W3156232306","doi":"10.1007/978-3-030-59436-7_10","title":"Cerebrovascular Consequences of Elevated Intracranial Pressure After Traumatic Brain Injury","year":2021,"lang":"en","type":"book-chapter","venue":"Acta neurochirurgica. Supplementum","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cerebral autoregulation; Medicine; Cerebral perfusion pressure; Transcranial Doppler; Cerebral blood flow; Intracranial pressure; Autoregulation; Mean arterial pressure; Anesthesia; Traumatic brain injury; Cardiology; Hemodynamics; Blood pressure; Internal medicine; Heart rate","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004253558,0.00102436,0.002064761,0.0003530104,0.0001270154,0.00007880296,0.0005288683,0.0005670196,0.02319511],"category_scores_gemma":[0.00021937,0.0009293612,0.001293179,0.0001826074,0.0006875549,0.0001853657,0.0002285137,0.001207911,0.0000627413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004253097,"about_ca_system_score_gemma":0.0004258556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002298609,"about_ca_topic_score_gemma":0.00001869205,"domain_scores_codex":[0.9946221,0.0002269373,0.001727661,0.00129686,0.001443323,0.0006831621],"domain_scores_gemma":[0.9965008,0.000409709,0.0007693627,0.001686847,0.0002899583,0.0003433379],"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":[0.01669366,0.007255488,0.004020931,0.05781892,0.05516811,0.01852432,0.006168302,0.00002117394,0.2189315,0.1711525,0.4135885,0.03065658],"study_design_scores_gemma":[0.004659266,0.001766757,0.002752968,0.002764404,0.004888793,0.001239545,0.0001286149,0.00003394965,0.01374951,0.002768484,0.9638356,0.00141213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.564442,0.0219302,0.0002396083,0.0430885,0.00710858,0.0191681,0.01222808,0.001568633,0.3302263],"genre_scores_gemma":[0.8568149,0.001783482,0.0006081928,0.00277051,0.0005872045,0.0002081846,0.001540839,0.0003227791,0.1353639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5502471,"threshold_uncertainty_score":0.9993157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997391495575068,"score_gpt":0.2617109672429152,"score_spread":0.2417370522871645,"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."}}