{"id":"W2800446720","doi":"10.1007/s00701-018-3555-3","title":"Critical thresholds for intracranial pressure vary over time in non-craniectomised traumatic brain injury patients","year":2018,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Cambridge Commonwealth Trust; European Commission; Seventh Framework Programme; Korea Health Industry Development Institute; National Institute for Health and Care Research; University of Manitoba","keywords":"Medicine; Neurointensive care; Traumatic brain injury; Intracranial pressure; Decompressive craniectomy; Cerebral perfusion pressure; Intensive care unit; Retrospective cohort study; Anesthesia; Intracranial pressure monitoring; Internal medicine; Cerebral blood flow","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0003496521,0.000363995,0.0006537468,0.0001802439,0.0001667466,0.00006179074,0.0003050188,0.0002142437,0.0006004826],"category_scores_gemma":[0.001751612,0.0003177846,0.0002797223,0.0003318045,0.0003113066,0.000339544,0.00007137578,0.0003840473,0.00008378892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002437274,"about_ca_system_score_gemma":0.00007417176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007951053,"about_ca_topic_score_gemma":0.000003947384,"domain_scores_codex":[0.9974273,0.0001552839,0.0006422354,0.0006808782,0.0005018754,0.0005923916],"domain_scores_gemma":[0.9977183,0.001136695,0.0001031533,0.0006180095,0.000178612,0.0002452422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.08264557,0.02991279,0.04082213,0.008170511,0.00235629,0.001162372,0.01361221,0.00001203637,0.1540526,0.004210919,0.5698453,0.0931972],"study_design_scores_gemma":[0.03074411,0.01112132,0.860217,0.001013834,0.001057304,0.0002781424,0.00006910407,0.0130593,0.003540828,0.002287916,0.0751778,0.001433339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884673,0.00005067793,0.0001401568,0.003916636,0.0005484707,0.001916325,0.0001008949,0.0001270089,0.004732579],"genre_scores_gemma":[0.9915906,0.00001040565,0.0008936015,0.006351584,0.0005443547,0.0001499949,0.00004661557,0.00007558216,0.0003372787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8193949,"threshold_uncertainty_score":0.9999274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419349100241461,"score_gpt":0.2920757589460445,"score_spread":0.2778822679436299,"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."}}