{"id":"W2883492390","doi":"10.1186/s12889-018-5778-x","title":"Longitudinal association between psychological demands and burnout for employees experiencing a high versus a low degree of job resources","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"VINNOVA","keywords":"Burnout; Workload; Medicine; Emotional exhaustion; Longitudinal study; Occupational burnout; Job satisfaction; Sick leave; Clinical psychology; Psychology; Social psychology; Physical therapy","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":[0.00151389,0.0001649778,0.0001973174,0.0005744866,0.0006586729,0.0006344253,0.0002141873,0.0004630531,0.001732266],"category_scores_gemma":[0.003903943,0.0002457949,0.0003808783,0.0003821294,0.0001975793,0.0004473666,0.0006813668,0.0008810389,0.0003219862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003491125,"about_ca_system_score_gemma":0.0004952661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004478756,"about_ca_topic_score_gemma":0.00753952,"domain_scores_codex":[0.9996138,0.0001197525,0.00002748128,0.0000555298,0.0000616213,0.0001218467],"domain_scores_gemma":[0.9970255,0.000644525,0.0009593106,0.0001680014,0.0004206249,0.0007820366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195765,0.00008698677,0.9981449,0.000005547075,0.00002318021,0.00001979483,0.0003249316,0.00002286985,0.0001630052,0.00000817878,0.00004938032,0.001031584],"study_design_scores_gemma":[0.000001719817,0.00009117077,0.9993786,0.000004196667,0.000008681859,0.00002622092,0.0003595212,0.00003825315,0.00002968305,0.000008869301,0.00005067574,0.00000250841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997134,0.0000791666,0.00003115042,0.00002861425,0.000003159644,0.000001564997,0.00005461982,8.587128e-7,0.00008739858],"genre_scores_gemma":[0.9995279,0.00004723538,0.0000387977,0.00001092983,0.000004577867,0.000006052803,0.0001872773,8.602173e-7,0.0001764802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004478756,"threshold_uncertainty_score":0.008905351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2343202237841047,"score_gpt":0.4780160171726317,"score_spread":0.243695793388527,"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."}}