{"id":"W3047074079","doi":"10.4097/kja.20323","title":"The role of regional analgesia in personalized postoperative pain management","year":2020,"lang":"en","type":"review","venue":"Korean journal of anesthesiology","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"U.S. Department of Veterans Affairs","keywords":"Medicine; Pain management; Postoperative pain; Regional anaesthesia; Regional anesthesia; Nerve block; Multidisciplinary approach; Multimodal therapy; Perioperative; Anesthesia; Intensive care medicine; Surgery","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":[0.002584401,0.0003661884,0.002341211,0.0003772195,0.00006325139,0.00001173442,0.0004815302,0.0002119069,0.00004879176],"category_scores_gemma":[0.0001245317,0.000204353,0.0008125746,0.0003722144,0.0003260819,0.00003086904,0.00003900169,0.0006070598,0.00001287405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216389,"about_ca_system_score_gemma":0.0003127409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005062751,"about_ca_topic_score_gemma":0.000001639716,"domain_scores_codex":[0.9958445,0.001903852,0.00133073,0.0002547209,0.0003697861,0.0002964413],"domain_scores_gemma":[0.9974082,0.0008502838,0.001164847,0.0002898427,0.0001380177,0.0001488829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005799339,0.0001271968,0.001382975,0.00233916,0.0008391776,0.004197698,0.0004715094,0.000001528452,7.09926e-7,0.01269826,0.002758564,0.9746033],"study_design_scores_gemma":[0.0006070565,0.001454423,0.0009787343,0.005371152,0.0009207841,0.002220899,0.001207537,0.00001089704,4.089142e-7,0.0005559582,0.9865147,0.0001574373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002072069,0.9962971,0.00002024325,0.001885824,0.00002335912,0.0006794951,6.25757e-7,0.000006037877,0.0008800713],"genre_scores_gemma":[0.0003132727,0.9972241,0.0006034593,0.00123486,0.0001522246,0.00001865362,0.00001815777,0.00003948641,0.0003957777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837561,"threshold_uncertainty_score":0.8333272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632315979598197,"score_gpt":0.2931159221996888,"score_spread":0.2667927624037069,"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."}}