{"id":"W2588814717","doi":"10.3138/jvme.0116-020r","title":"The Effect of Personality on Occupational Stress in Veterinary Surgeons","year":2017,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupational stress; Burnout; Anger; Big Five personality traits; Neuroticism; Personality; Clinical psychology; Medicine; Hostility; Psychology; 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":[0.0008008265,0.0001080307,0.0001327349,0.0004599993,0.0005083695,0.0005857305,0.0001324845,0.0002029169,0.00136609],"category_scores_gemma":[0.006862215,0.0001118488,0.0003033208,0.0003101879,0.0003186484,0.0001659318,0.0006308351,0.0003994944,0.0001955749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003743519,"about_ca_system_score_gemma":0.000455166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068409,"about_ca_topic_score_gemma":0.004268514,"domain_scores_codex":[0.9991894,0.0003701003,0.00008546763,0.00004840175,0.0001820581,0.0001245569],"domain_scores_gemma":[0.9934157,0.001925655,0.002515823,0.0002002701,0.0004286914,0.001513841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005613864,0.00004123918,0.9951814,0.000008988393,0.00001874085,0.00006181072,0.0003783669,0.00003285436,0.0001682126,0.000009931518,0.00005356561,0.003988684],"study_design_scores_gemma":[6.864985e-7,0.00004721544,0.9994091,0.000005099141,0.000002471533,0.00005183288,0.0003828025,0.00003685343,0.0000131573,0.000009111683,0.000040239,0.000001400462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994899,0.00007473727,0.00002757434,0.00005733148,0.000006142331,0.0000024526,0.00001264401,8.073176e-7,0.0003282931],"genre_scores_gemma":[0.9998072,0.00005104878,0.00003043939,0.00001367619,0.000004326386,0.000001642257,0.00001090771,3.507494e-7,0.00008039684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002068409,"threshold_uncertainty_score":0.004570007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3700615607907326,"score_gpt":0.5840642513900813,"score_spread":0.2140026905993487,"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."}}