{"id":"W2549920271","doi":"10.1097/jtn.0000000000000250","title":"Exploring Opioid-Sparing Multimodal Analgesia Options in Trauma: A Nursing Perspective","year":2016,"lang":"en","type":"review","venue":"Journal of Trauma Nursing","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Food and Drug Administration; Mallinckrodt Pharmaceuticals; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Medicine; Multimodal therapy; Acetaminophen; Opioid; Intensive care medicine; Ketamine; Anesthesia; Gabapentin; Neuropathic pain; Alternative medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001118058,0.0005808927,0.002583075,0.001842934,0.000159389,0.00007898828,0.0003221724,0.000262028,0.00005160616],"category_scores_gemma":[0.0001144515,0.0004349641,0.001232289,0.0006365617,0.0001708201,0.0005138572,0.00001251342,0.001241404,0.00002062585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003542765,"about_ca_system_score_gemma":0.0003308478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000201043,"about_ca_topic_score_gemma":0.000002796271,"domain_scores_codex":[0.9963512,0.0003506028,0.001555437,0.0004535769,0.0006554241,0.0006337942],"domain_scores_gemma":[0.9977176,0.0002932633,0.001075211,0.0003672659,0.0002226579,0.0003240503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001190635,0.0005631393,0.00005119881,0.002087034,0.0003202428,0.0007646788,0.002859988,0.00001944063,0.000002857179,0.001487148,0.0001804741,0.9915447],"study_design_scores_gemma":[0.003385837,0.0008747948,0.007935147,0.6711587,0.005088934,0.006904185,0.01033421,0.0001022253,0.000007753746,0.00123028,0.2919963,0.0009816305],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001226473,0.9900102,0.001748215,0.00132064,0.0005690097,0.0008087376,0.000001680664,0.00003635636,0.004278677],"genre_scores_gemma":[0.006683882,0.9868683,0.004661004,0.00005096691,0.001428917,0.00002854618,0.000004526237,0.000120457,0.0001534153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9905631,"threshold_uncertainty_score":0.9998102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.161257251398876,"score_gpt":0.3900306747779729,"score_spread":0.2287734233790969,"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."}}