{"id":"W4390062981","doi":"10.3138/jvme-2023-0129","title":"Veterinary Students Underestimate Cat and Dog Owner Adherence and Knowledge Regarding Antimicrobial Use and Resistance","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Competence (human resources); Antimicrobial stewardship; Medicine; Perception; Antibiotic resistance; Veterinary medicine; Family medicine; Psychology; Medical education; Nursing; Antibiotics; Pedagogy; Social psychology","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":[0.00235344,0.0001744314,0.0002879358,0.000591656,0.0007381566,0.002099325,0.0004252023,0.0006697353,0.004291691],"category_scores_gemma":[0.01018336,0.0002994567,0.0003692486,0.0003855695,0.0009876643,0.001076785,0.001277408,0.00105033,0.0005665392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000782737,"about_ca_system_score_gemma":0.001593516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004211041,"about_ca_topic_score_gemma":0.007095465,"domain_scores_codex":[0.9974486,0.000466913,0.0002487516,0.0002126188,0.001317338,0.0003057247],"domain_scores_gemma":[0.9888531,0.002389417,0.005705347,0.0003733649,0.001380752,0.001298052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004855349,0.0003640856,0.9676261,0.0001122176,0.00002477633,0.0001820141,0.01144847,0.00006935798,0.001520672,0.0002245099,0.0006323816,0.01774685],"study_design_scores_gemma":[0.000008509103,0.0004813488,0.9457411,0.0002086656,0.00003797721,0.001021912,0.04609654,0.0004659732,0.0009874922,0.0005483319,0.004375738,0.00002640996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981321,0.0001286245,0.0001281619,0.0003752996,0.000007846543,0.000008114503,0.0000213184,0.000003378891,0.001195271],"genre_scores_gemma":[0.9985091,0.0002112249,0.0001980324,0.0003974873,0.000006002863,0.00001056917,0.0000357934,0.000002263464,0.0006295085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004291691,"threshold_uncertainty_score":0.01435709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4496848743651797,"score_gpt":0.566134627951381,"score_spread":0.1164497535862014,"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."}}