{"id":"W2488757378","doi":"10.1002/wps.20311","title":"Understanding the burnout experience: recent research and its implications for psychiatry","year":2016,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":3813,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Burnout; Medicine; Psychological intervention; Mental health; Stressor; Psychiatry; Psychology; Clinical 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":[0.007848066,0.000537304,0.001133133,0.00539416,0.002305811,0.006848385,0.001147373,0.004350413,0.002724929],"category_scores_gemma":[0.01909728,0.0007112581,0.0005303093,0.006938161,0.01119145,0.01083255,0.003959176,0.004582826,0.0003796888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006046267,"about_ca_system_score_gemma":0.006552798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185477,"about_ca_topic_score_gemma":0.0225169,"domain_scores_codex":[0.9977213,0.0009904427,0.0002084514,0.0004246277,0.0003893685,0.0002657577],"domain_scores_gemma":[0.9722824,0.02042863,0.002931546,0.0004836682,0.002407772,0.001465913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002819534,0.0003487731,0.05326827,0.02025533,0.0001821569,0.0006587992,0.09874175,0.0004642662,0.0007868261,0.03132172,0.01942368,0.7742665],"study_design_scores_gemma":[0.00005808294,0.0003914445,0.2949725,0.0547642,0.0002368409,0.004693519,0.2954198,0.0008260941,0.0005333196,0.05902668,0.2888277,0.0002497755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02475023,0.8967226,0.0008955008,0.07027874,0.001309035,0.00001587959,0.00005946681,0.00001222969,0.005956302],"genre_scores_gemma":[0.1814247,0.8025693,0.001015793,0.01096741,0.003323506,0.00005867708,0.00006723845,0.00001201338,0.0005614986],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01185477,"threshold_uncertainty_score":0.04386896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3752256168978533,"score_gpt":0.5352643885581625,"score_spread":0.1600387716603092,"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."}}