{"id":"W4398776104","doi":"10.3138/jvme-2024-0009","title":"A Human Factors and Systems-Thinking Approach to Veterinary Patient Safety Education: Why, What, and How?","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Experiential learning; Systems thinking; Patient safety; Terminology; Engineering ethics; Citizen journalism; Critical thinking; Medicine; Medical education; Knowledge management; Pedagogy; Psychology; Engineering; Computer science; Political science; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01551397,0.0009773388,0.0005741366,0.001574444,0.004117014,0.01183467,0.001866407,0.004000273,0.004156037],"category_scores_gemma":[0.01486558,0.0005529863,0.0009077226,0.0009879016,0.01152619,0.008134317,0.005058153,0.008460199,0.001129948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006889021,"about_ca_system_score_gemma":0.02893318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004493556,"about_ca_topic_score_gemma":0.0059614,"domain_scores_codex":[0.9929335,0.00442597,0.000300459,0.0004667118,0.001306062,0.0005673462],"domain_scores_gemma":[0.9853813,0.009422123,0.0008790751,0.0005948264,0.001768682,0.001953942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000852297,0.0009921752,0.01277624,0.003491545,0.00008441077,0.0006733578,0.1077214,0.004969056,0.006779155,0.2611682,0.03245944,0.5687999],"study_design_scores_gemma":[0.00008893016,0.0007991779,0.008395677,0.007841543,0.0001038255,0.001246136,0.1005179,0.007550635,0.006244102,0.4560065,0.4109429,0.0002627231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05682693,0.02080826,0.4284432,0.4199412,0.003116831,0.001594773,0.0001429268,0.0008789561,0.06824689],"genre_scores_gemma":[0.4288499,0.02288315,0.4943915,0.03043666,0.0007442443,0.001448504,0.0001385994,0.0001755804,0.02093185],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01551397,"threshold_uncertainty_score":0.08204669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.31567742201722,"score_gpt":0.5039620586582215,"score_spread":0.1882846366410015,"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."}}