{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001130879,0.0005669722,0.001015559,0.001489259,0.000292347,0.001444304,0.0007838689,0.0009738573,0.003326259],"category_scores_gemma":[0.00207297,0.0001446091,0.0008748339,0.001249873,0.0007457159,0.001567627,0.0008384798,0.002298058,0.000952282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008066957,"about_ca_system_score_gemma":0.00186564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145665,"about_ca_topic_score_gemma":0.002073351,"domain_scores_codex":[0.9993555,0.000217216,0.00008370193,0.00007556735,0.0002167934,0.00005112587],"domain_scores_gemma":[0.9989493,0.0006789563,0.0001097809,0.00002711172,0.0001927077,0.00004209495],"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":[0.00003874761,0.00007472251,0.000327947,0.02523262,0.0001392972,0.0002189303,0.0001947498,0.0004149388,0.0009220762,0.01301659,0.01718011,0.9422393],"study_design_scores_gemma":[0.0000210195,0.0001769149,0.001934383,0.01808563,0.0002371625,0.002473296,0.0002200562,0.0002558258,0.0004591201,0.00707264,0.9690276,0.00003651013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001554687,0.996677,0.0003959851,0.0009956458,0.000221583,0.000008662298,0.00001252929,0.000007626697,0.001525425],"genre_scores_gemma":[0.001928709,0.9966497,0.0004959835,0.0003890887,0.0002377713,0.00001144137,0.00001321421,0.000001861647,0.0002722622],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003326259,"threshold_uncertainty_score":0.01112747,"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."}}