{"id":"W2028460244","doi":"10.1080/10615806.2010.542808","title":"Perceived collective burnout: a multilevel explanation of burnout","year":2010,"lang":"en","type":"article","venue":"Anxiety Stress & Coping","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Burnout; Cynicism; Psychology; Social psychology; Absenteeism; Multilevel model; Collective efficacy; Emotional exhaustion; Workload; Perception; Job satisfaction; Applied psychology; Clinical psychology; Management; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000655467,0.0003197341,0.0006010372,0.0002093017,0.001321428,0.00001600635,0.0003729981,0.0005823518,0.001109254],"category_scores_gemma":[0.0006778179,0.0002778381,0.0001635817,0.0003291487,0.0001292629,0.0002604146,0.0002088798,0.001723382,0.00009364278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001777093,"about_ca_system_score_gemma":0.001253015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430142,"about_ca_topic_score_gemma":0.002200025,"domain_scores_codex":[0.9965091,0.0004825913,0.001049252,0.0005465268,0.0005803391,0.0008321461],"domain_scores_gemma":[0.996676,0.0009149369,0.0006465835,0.0005369136,0.0009348306,0.00029079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003875388,0.0005358771,0.7750784,0.002831369,0.0001899648,0.00001676458,0.0561731,0.00002282891,0.06066726,0.004227932,0.005023552,0.09484549],"study_design_scores_gemma":[0.004506553,0.0002086065,0.9271948,0.01206402,0.0000891712,0.000008858284,0.02032187,0.003139164,0.004666653,0.001462077,0.02533299,0.001005222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810346,0.0006827574,0.0005974169,0.002171626,0.002646864,0.001692428,0.0003735631,0.0001801637,0.01062062],"genre_scores_gemma":[0.9934441,0.0008173003,0.001719089,0.000799823,0.0006826969,0.0003100488,0.0001221472,0.0000501879,0.002054557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1521165,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04728258627429316,"score_gpt":0.3984769893115707,"score_spread":0.3511944030372775,"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."}}