{"id":"W4378628140","doi":"10.1186/s40635-023-00515-5","title":"Temporal relationship between vasopressor and sedative administration and cerebrovascular response in traumatic brain injury: a time-series analysis","year":2023,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Manitoba; Research Manitoba; Health Sciences Centre Foundation","keywords":"Medicine; Sedative; Dosing; Anesthesia; Intensive care unit; Traumatic brain injury; Observational study; Intensive care; Intensive care medicine; Cerebral perfusion pressure; Cerebral blood flow; Pharmacology; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00302338,0.0002580293,0.0003170288,0.001329535,0.0001677221,0.0006127578,0.0003389361,0.0002842419,0.001937389],"category_scores_gemma":[0.009163434,0.0001102891,0.0005695131,0.001285995,0.0002703366,0.0004216336,0.0003502571,0.0004976084,0.0002387283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859808,"about_ca_system_score_gemma":0.0003672627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955817,"about_ca_topic_score_gemma":0.000986487,"domain_scores_codex":[0.9990798,0.0003998646,0.0001016983,0.0001554745,0.0001967435,0.00006634753],"domain_scores_gemma":[0.9936598,0.004217072,0.00108472,0.0004332819,0.0003728768,0.000232258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009740934,0.0002152541,0.9586323,0.00007664911,0.0004224628,0.0004274213,0.000356331,0.006373276,0.002470871,0.0004531943,0.0003873998,0.02921073],"study_design_scores_gemma":[0.00001274017,0.0006303379,0.9308496,0.00002021934,0.000163286,0.0006527155,0.000464092,0.06523088,0.0008846271,0.0004308335,0.0006361298,0.00002454721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931968,0.0001653822,0.005765041,0.00006678991,0.0000111126,0.00002719742,0.0004278039,0.00002356508,0.0003162745],"genre_scores_gemma":[0.9981699,0.00006528008,0.001074263,0.000006398123,0.00001160521,0.00001968812,0.0005347293,0.00000447678,0.0001135915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00302338,"threshold_uncertainty_score":0.01598936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05119240504709112,"score_gpt":0.3559817580122702,"score_spread":0.3047893529651791,"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."}}