{"id":"W2809634539","doi":"10.1093/occmed/kqy088","title":"Do age and gender contribute to workers’ burnout symptoms?","year":2018,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Burnout; Medicine; Psychology; Occupational stress; Occupational burnout; Clinical psychology; Environmental health; Gerontology; Emotional exhaustion","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001603778,0.0002326529,0.0003732539,0.0008438074,0.00111516,0.0009534759,0.0004728594,0.0005466916,0.00293857],"category_scores_gemma":[0.005318245,0.0001716118,0.000440825,0.0009561327,0.0009966481,0.0004051879,0.0004696187,0.0004431074,0.0002090355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937398,"about_ca_system_score_gemma":0.004199876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3817297,"about_ca_topic_score_gemma":0.5064227,"domain_scores_codex":[0.9991829,0.0001302632,0.00004676345,0.00009618397,0.0002789114,0.0002649342],"domain_scores_gemma":[0.9968616,0.0007801591,0.001154992,0.0001206764,0.0005089183,0.0005736322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006872652,0.00001423404,0.9938027,0.00003710506,0.0000309842,0.00004303396,0.0007736118,0.00002409881,0.0001125309,0.00005497938,0.000251728,0.00478621],"study_design_scores_gemma":[9.630188e-7,0.00001100076,0.998872,0.00003308354,0.00001238949,0.00004067774,0.0006486129,0.00002858924,0.00001652543,0.00004204098,0.0002906496,0.000003399979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925874,0.003232589,0.0001533682,0.0009701207,0.00005161348,0.00001300828,0.0004208251,0.000004582613,0.002566449],"genre_scores_gemma":[0.9987698,0.0006877116,0.0000737709,0.00007537909,0.00001971142,0.000004609204,0.0001251307,0.000002031551,0.0002416461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3817297,"threshold_uncertainty_score":0.7590156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014841246976334,"score_gpt":0.4706417127467307,"score_spread":0.3691575880490973,"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."}}