{"id":"W4403595452","doi":"10.1016/j.vaa.2024.10.126","title":"Veterinary students do not need an elephantine memory: the effectiveness of a preinduction safety checklist","year":2024,"lang":"en","type":"article","venue":"Veterinary Anaesthesia and Analgesia","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Bible College; Université de Montréal; University of Calgary","funders":"","keywords":"Checklist; Medicine; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00467177,0.0004349198,0.0005420232,0.0005009496,0.001100228,0.000812518,0.00128582,0.001120969,0.005094675],"category_scores_gemma":[0.0523662,0.0003004926,0.000440292,0.0002143105,0.0004632937,0.001245947,0.001294428,0.001220778,0.0007432781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006480819,"about_ca_system_score_gemma":0.003764695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449516,"about_ca_topic_score_gemma":0.003670027,"domain_scores_codex":[0.9974616,0.001241933,0.0002331319,0.0001566216,0.0007214329,0.0001853334],"domain_scores_gemma":[0.9701357,0.01610892,0.004781889,0.001383214,0.003193558,0.004396805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01975781,0.04782438,0.1256305,0.001788377,0.000177419,0.001031812,0.008690902,0.0004791373,0.005033895,0.0003201379,0.007827478,0.7814382],"study_design_scores_gemma":[0.01346796,0.2056497,0.6871034,0.003329048,0.001004243,0.003697895,0.0374862,0.005266441,0.0116869,0.0009866019,0.02997211,0.0003495733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948485,0.0004962169,0.0004363863,0.0008136905,0.0002216129,0.0003913402,0.00003043987,0.00006386507,0.002697869],"genre_scores_gemma":[0.9909558,0.0006435078,0.004715362,0.0007072419,0.0001212864,0.0004234824,0.00009109602,0.00001916263,0.002323133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005094675,"threshold_uncertainty_score":0.02470696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095919193131586,"score_gpt":0.4397923438212459,"score_spread":0.3302004245080873,"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."}}