{"id":"W2912262415","doi":"10.1080/02699052.2019.1574328","title":"Opioids and cerebral physiology in the acute management of traumatic brain injury: a systematic review","year":2019,"lang":"en","type":"review","venue":"Brain Injury","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University; Parkwood Institute; Lawson Health Research Institute","funders":"","keywords":"Medicine; Traumatic brain injury; Cerebral perfusion pressure; Anesthesia; Intracranial pressure; Remifentanil; Randomized controlled trial; Bolus (digestion); Opioid; Morphine; Cerebral blood flow; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002406308,0.0007852732,0.00608726,0.0003336955,0.00006338355,0.00003238569,0.0008159927,0.0003365639,0.0000656072],"category_scores_gemma":[0.0003246925,0.0004650573,0.001082726,0.0009174381,0.0002262717,0.0001005873,0.0001961971,0.0007617117,0.00008644487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007985618,"about_ca_system_score_gemma":0.0001447543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006407791,"about_ca_topic_score_gemma":0.000001481908,"domain_scores_codex":[0.9940419,0.001778189,0.00222625,0.0008267995,0.000627267,0.000499619],"domain_scores_gemma":[0.995752,0.001140735,0.001063141,0.001900257,0.00004395235,0.00009992086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003280057,0.0001623484,0.000001147975,0.9163037,0.001335055,0.0000350714,0.0002441823,9.972742e-9,0.000001575813,0.001719901,0.009924534,0.07023966],"study_design_scores_gemma":[0.0006571807,0.0006060507,0.0001324488,0.8734694,0.01225778,0.0003472427,0.0002773806,0.000002644587,0.000001123787,0.0002002167,0.1115721,0.0004764967],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002247136,0.9864196,0.00000582302,0.001321668,0.0002932809,0.01066939,0.0001353568,0.00004365137,0.0008865424],"genre_scores_gemma":[0.0001818109,0.992851,0.0001446758,0.004309367,0.0000703702,0.00134848,0.000159245,0.00008372247,0.0008513119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1016475,"threshold_uncertainty_score":0.9997801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05316791652975426,"score_gpt":0.3554911032460062,"score_spread":0.302323186716252,"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."}}