{"id":"W3006907988","doi":"10.3389/fvets.2020.00092","title":"The Complex Relationship Between Veterinarian Mental Health and Client Satisfaction","year":2020,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Royal Canin; Zoetis","keywords":"Mental health; Burnout; Medicine; Depersonalization; Anxiety; Emotional exhaustion; Multilevel model; Psychiatry; Clinical psychology; Family medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001335802,0.0001165635,0.0002785988,0.0005512192,0.0008461617,0.001365981,0.0004854958,0.0002658298,0.00351489],"category_scores_gemma":[0.006927456,0.0001458245,0.0003538863,0.001097469,0.0008374282,0.0003186454,0.0006634339,0.0005630873,0.0001472265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003862509,"about_ca_system_score_gemma":0.005357423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3980953,"about_ca_topic_score_gemma":0.5762134,"domain_scores_codex":[0.9987993,0.0002664964,0.0000726533,0.00008830846,0.0004414225,0.0003319056],"domain_scores_gemma":[0.99558,0.001270521,0.001485175,0.0001554658,0.0008441709,0.0006645705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003236498,0.00001933236,0.9936733,0.00002178426,0.00003108808,0.00002977189,0.0004582604,0.00003603846,0.00006861876,0.00006708496,0.0001668566,0.00539534],"study_design_scores_gemma":[0.000001103838,0.00001965186,0.9986142,0.00001690363,0.00001061225,0.00003465011,0.0009415838,0.0001202765,0.00001936553,0.00003816837,0.0001806385,0.000002794154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969692,0.0004749193,0.0001643627,0.0007327226,0.000004043404,0.00001316582,0.0001829982,0.000005955658,0.001452668],"genre_scores_gemma":[0.9993224,0.0002329531,0.0001039733,0.00005094322,0.000003917919,0.000004895428,0.00007826345,0.000001081458,0.000201516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3980953,"threshold_uncertainty_score":0.7915561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4298238450177127,"score_gpt":0.4968515849264308,"score_spread":0.06702773990871808,"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."}}