{"id":"W3103722385","doi":"10.2310/surg.2021","title":"Postoperative Pain Management Surgery","year":2018,"lang":"en","type":"article","venue":"DeckerMed Surgery","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pain management; Perioperative; Acute pain; Postoperative pain; Chronic pain; Adverse effect; Opioid; Anesthesia; Multimodal therapy; Quality of life (healthcare); Intensive care medicine; Surgery; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006911489,0.0005247316,0.000612844,0.000701312,0.0005795794,0.0008705565,0.0006911215,0.0005493841,0.01915345],"category_scores_gemma":[0.002371721,0.0000886885,0.0005269269,0.0005147117,0.0003209197,0.0005237505,0.0008613043,0.001052715,0.006039568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003315573,"about_ca_system_score_gemma":0.001550035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005649105,"about_ca_topic_score_gemma":0.0008911352,"domain_scores_codex":[0.9993424,0.0001214462,0.00008320056,0.00004723044,0.0003192039,0.00008662255],"domain_scores_gemma":[0.999355,0.0001430624,0.0001140975,0.00003835537,0.0002509375,0.0000985891],"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":[0.0001679898,0.0002328426,0.002018224,0.003391959,0.00009412952,0.001008468,0.0001496516,0.0002766204,0.002233824,0.003141047,0.07856282,0.9087225],"study_design_scores_gemma":[0.0001567245,0.001119547,0.0184709,0.008918895,0.0002000599,0.01965893,0.0004591214,0.0004792657,0.002969507,0.008114828,0.9393843,0.0000679304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02672129,0.6027635,0.03568004,0.01879556,0.0119005,0.001234063,0.001306554,0.001023152,0.3005754],"genre_scores_gemma":[0.2016521,0.6505971,0.03731989,0.0182032,0.01414945,0.00105532,0.0028169,0.0002752767,0.07393076],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01915345,"threshold_uncertainty_score":0.06407464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800091395603925,"score_gpt":0.2632557046568463,"score_spread":0.2352547907008071,"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."}}