{"id":"W2806718623","doi":"10.1155/2018/5237040","title":"Development of a Multimodal Analgesia Protocol for Perioperative Acute Pain Management for Lower Limb Amputation","year":2018,"lang":"en","type":"review","venue":"Pain Research and Management","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Amputation; Perioperative; Multimodal therapy; Chronic pain; Phantom pain; Anesthesia; Phantom limb pain; Physical medicine and rehabilitation; Physical therapy; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01489284,0.0005742994,0.001339237,0.0009919244,0.0004473866,0.0001140992,0.0003594549,0.0002011538,0.00005250748],"category_scores_gemma":[0.0001299361,0.0004422307,0.0004081115,0.0005288549,0.0002454781,0.00006352273,0.0002924747,0.0002232654,0.00001854546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003410648,"about_ca_system_score_gemma":0.0001976021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003734231,"about_ca_topic_score_gemma":0.00000797309,"domain_scores_codex":[0.9952344,0.0008559251,0.001066291,0.00103859,0.0009129054,0.0008919112],"domain_scores_gemma":[0.9975963,0.0007466706,0.0003164567,0.0005785158,0.0004999592,0.0002620788],"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":[0.001070228,0.0005816908,0.000003343675,0.1559448,0.002476914,0.00005872242,0.0003094188,4.764351e-7,3.293302e-7,0.003085641,0.02688797,0.8095804],"study_design_scores_gemma":[0.002400314,0.003427004,0.00002485333,0.01363524,0.0006066678,0.000002386008,0.0006486124,0.000897677,0.000002328266,0.0001628287,0.977802,0.0003901067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000001644901,0.08970388,0.2185465,0.0003922436,0.00004190391,0.6888576,0.00001860823,0.00008261944,0.002355088],"genre_scores_gemma":[7.306019e-7,0.293818,0.1409587,0.0002593087,0.0001365939,0.555382,0.0002897746,0.00008125849,0.009073554],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.950914,"threshold_uncertainty_score":0.9998029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484824866545123,"score_gpt":0.4705666898468265,"score_spread":0.3220842031923142,"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."}}