{"id":"W3034301800","doi":"10.3389/fvets.2020.00328","title":"Veterinary Technicians and Occupational Burnout","year":2020,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Burnout; Scale (ratio); Job satisfaction; Medicine; Emotional exhaustion; Nursing; Psychology; Family medicine; Clinical psychology; Social 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":[0.002625155,0.0002088871,0.0002009321,0.0009693391,0.001140223,0.001239694,0.0003115088,0.0008068975,0.007464917],"category_scores_gemma":[0.0108793,0.0002275974,0.0003557556,0.001014844,0.0008044725,0.0004582779,0.001449725,0.0007957621,0.0004960591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006704672,"about_ca_system_score_gemma":0.001371809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344229,"about_ca_topic_score_gemma":0.00349959,"domain_scores_codex":[0.9971974,0.001588513,0.0001567642,0.0001692374,0.0004702026,0.0004179378],"domain_scores_gemma":[0.9885606,0.004802272,0.004305188,0.0002334848,0.0006054154,0.001493137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001600641,0.0003601387,0.9428187,0.0003282526,0.0001106057,0.0003200948,0.004476008,0.0001184396,0.0004087005,0.0008117576,0.002729718,0.04735741],"study_design_scores_gemma":[0.000009278479,0.0001427186,0.9885887,0.000444312,0.00003175133,0.0005178936,0.005184808,0.0001243305,0.000055549,0.0005915324,0.004299718,0.00000942542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730381,0.007565156,0.0004429976,0.003941901,0.0001615561,0.0000202551,0.00008909278,0.000008509985,0.01473243],"genre_scores_gemma":[0.9950312,0.002696142,0.0002666963,0.0005220341,0.0001348545,0.00001868865,0.00007055551,0.000004023585,0.001255758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007464917,"threshold_uncertainty_score":0.02497262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2650852192944232,"score_gpt":0.4765134672010183,"score_spread":0.2114282479065951,"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."}}