{"id":"W4391069173","doi":"10.1016/j.vaa.2024.01.003","title":"Medication errors in veterinary anesthesia: a literature review","year":2024,"lang":"en","type":"review","venue":"Veterinary Anaesthesia and Analgesia","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; Alberta Health Services; University of Calgary","funders":"Zoetis","keywords":"Medicine; Workload; Human medicine; Medical prescription; Distraction; Anesthesia; Incidence (geometry); Veterinary medicine; Dosing; Nursing; Pharmacology; Psychology","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":[0.00154964,0.0008227979,0.002342802,0.0008741581,0.0003323347,0.000008954154,0.0005082092,0.00100287,0.000132851],"category_scores_gemma":[0.0001232338,0.0006183211,0.0004333217,0.001576014,0.0001710791,0.0002638837,0.0001649253,0.002205581,0.0005227568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000233356,"about_ca_system_score_gemma":0.00063111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000155935,"about_ca_topic_score_gemma":0.000003054975,"domain_scores_codex":[0.9938859,0.002136589,0.001781351,0.001040396,0.0004276902,0.0007280734],"domain_scores_gemma":[0.9977313,0.0002154185,0.0008299566,0.0007887516,0.00006356812,0.000370958],"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":[0.00003460994,0.00009732829,0.0000322113,0.3762034,0.0001033366,0.00587556,0.0009692892,7.986602e-8,6.095714e-7,0.0007829789,0.0100819,0.6058187],"study_design_scores_gemma":[0.0001340808,0.0003683598,0.0001446886,0.3209876,0.0005928711,0.001266065,0.0000696437,0.0000062988,3.203049e-9,0.00005431999,0.676001,0.0003751555],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002699113,0.9922283,0.0000097221,0.004285571,0.0003010276,0.002144846,0.00002655149,0.0001863021,0.0005478147],"genre_scores_gemma":[0.0001512353,0.9942444,0.0001255948,0.001966526,0.0002552384,0.001370469,0.0007436414,0.0001191187,0.001023775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.665919,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10171632654555,"score_gpt":0.4403277847726514,"score_spread":0.3386114582271015,"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."}}