{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638252,0.0005738118,0.0008694262,0.001459746,0.0003420679,0.000845117,0.001443306,0.001130201,0.005432261],"category_scores_gemma":[0.002252698,0.0001916119,0.0009304247,0.001016752,0.0004200363,0.001273345,0.0007078768,0.001777329,0.001911129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007270229,"about_ca_system_score_gemma":0.002878566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008006819,"about_ca_topic_score_gemma":0.001578006,"domain_scores_codex":[0.999268,0.0002076287,0.0002228515,0.00005728186,0.0002120196,0.00003218208],"domain_scores_gemma":[0.9993135,0.0002895257,0.000175401,0.00002571839,0.0001666869,0.00002927183],"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":[0.00008072671,0.000165368,0.0001899582,0.03047894,0.00008838758,0.0003243558,0.0001135482,0.0004190641,0.002149929,0.00696564,0.02419636,0.9348277],"study_design_scores_gemma":[0.0001507244,0.0004475463,0.002555766,0.03886054,0.0003910102,0.004320742,0.0001774139,0.0004131318,0.002147174,0.004949309,0.9455309,0.00005576392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.001829268,0.961315,0.01135257,0.004012715,0.001383196,0.002079273,0.0005248971,0.0001317718,0.01737125],"genre_scores_gemma":[0.008837312,0.9430672,0.03587051,0.003743363,0.0006846944,0.002155004,0.0009862373,0.00002237081,0.004633382],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005432261,"threshold_uncertainty_score":0.01817268,"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."}}