{"id":"W3119296731","doi":"10.1007/s00701-020-04662-6","title":"Sedation and cerebrovascular reactivity in traumatic brain injury: another potential avenue for personalized approaches in neurocritical care?","year":2021,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Neurointensive care; Medicine; Traumatic brain injury; Sedation; Neurology; Neurosurgery; Neuroradiology; Interventional radiology; Intensive care medicine; Anesthesia; Surgery; Psychiatry","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":[0.0002597153,0.0002335762,0.0005208196,0.0001475404,0.00007409462,0.00005157309,0.0000878084,0.000125435,0.00003710232],"category_scores_gemma":[0.0004990607,0.0002311404,0.0002070267,0.0003048645,0.0001265042,0.0001730736,0.00004367128,0.0003506608,0.000002199324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003731725,"about_ca_system_score_gemma":0.0001000889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001642714,"about_ca_topic_score_gemma":0.00005221897,"domain_scores_codex":[0.9980947,0.0002838032,0.0003657729,0.0006330066,0.0002831294,0.0003395918],"domain_scores_gemma":[0.9991243,0.0003138091,0.00006290373,0.0003628017,0.00004276294,0.00009334989],"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":[0.01581919,0.01578347,0.1336372,0.02349592,0.001365773,0.003508427,0.05409145,0.00023649,0.5512545,0.02289041,0.006148295,0.1717688],"study_design_scores_gemma":[0.01463972,0.0007607169,0.9407011,0.0005145324,0.0003362249,0.001026417,0.002519228,0.002476193,0.01446539,0.0009817397,0.02086888,0.0007099124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925442,0.0003503552,0.0002074164,0.005421331,0.0001123952,0.0007705333,0.00002339279,0.00003875058,0.0005316173],"genre_scores_gemma":[0.997681,0.00008152638,0.0005168706,0.001288265,0.00008359388,0.0001201224,0.00006969681,0.0000442091,0.0001146977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070639,"threshold_uncertainty_score":0.9425631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04630961535848298,"score_gpt":0.2868379796935598,"score_spread":0.2405283643350768,"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."}}