{"id":"W3091382404","doi":"10.1016/j.burns.2020.09.009","title":"Prescribing patterns of opioids and adjunctive analgesics for patients with burn injuries","year":2020,"lang":"en","type":"article","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Medicine; Acetaminophen; Ibuprofen; Neuropathic pain; Anesthesia; Medical prescription; Opioid; Analgesic; Burn center; Pain ladder; Oxycodone; Retrospective cohort study; Emergency medicine; Poison control; Surgery; Internal medicine","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":[0.0002508582,0.00009747948,0.0002478753,0.000547008,0.0003250479,0.0004506437,0.0001660809,0.0003483382,0.002966499],"category_scores_gemma":[0.003484315,0.0001418133,0.0004716365,0.001114062,0.0001354939,0.0004367264,0.0003079688,0.0004921092,0.0002187479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005658686,"about_ca_system_score_gemma":0.0006377678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009669267,"about_ca_topic_score_gemma":0.02101064,"domain_scores_codex":[0.9995416,0.0000807207,0.0001132579,0.00005466036,0.000110252,0.00009943911],"domain_scores_gemma":[0.9978604,0.0005182464,0.001183806,0.00004250863,0.0001874413,0.0002076077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001895501,0.00006307937,0.9940394,0.00003142127,0.00004584655,0.00009019181,0.0001563239,0.00008220074,0.0002080148,0.00003482454,0.0001828963,0.004876361],"study_design_scores_gemma":[0.000007606794,0.0001335233,0.9975901,0.00005366137,0.00002674313,0.000464056,0.0008761169,0.0002826013,0.0001046409,0.0000572701,0.0003979688,0.000005846689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997333,0.0006490165,0.00004991129,0.000203685,0.000006677547,0.000008711307,0.0004013058,0.000002597953,0.00134508],"genre_scores_gemma":[0.9989772,0.0003654269,0.0001053386,0.00009671131,0.000006591073,0.000004818578,0.0001946367,0.00000279004,0.0002465014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009669267,"threshold_uncertainty_score":0.01922601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915135538228473,"score_gpt":0.2483684240655457,"score_spread":0.2292170686832609,"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."}}