{"id":"W4410054025","doi":"10.61838/kman.jodhn.2.1.5","title":"Burnout Syndrome in Dental Professionals: Causes, Consequences, and Coping Strategies","year":2025,"lang":"en","type":"article","venue":"Journal of Oral and Dental Health Nexus","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Coping (psychology); Psychology; Burnout syndrome; Clinical psychology; Medicine; Nursing","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":[0.002374358,0.0003095471,0.0004579842,0.001255258,0.001894724,0.001546678,0.0003210611,0.0008344579,0.0008730099],"category_scores_gemma":[0.005039338,0.0002913415,0.000567986,0.0006752161,0.001253294,0.0006782697,0.002159315,0.0007769432,0.0001259016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022549,"about_ca_system_score_gemma":0.002049657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001828391,"about_ca_topic_score_gemma":0.002885151,"domain_scores_codex":[0.9978588,0.001070831,0.0001555001,0.000107129,0.0003836889,0.0004240197],"domain_scores_gemma":[0.9981962,0.0008515879,0.0004654799,0.00003969005,0.000150715,0.0002963105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003250558,0.0005725804,0.5434151,0.001809367,0.0001781069,0.006526747,0.3051928,0.0002226733,0.006489093,0.002403045,0.001753534,0.1311119],"study_design_scores_gemma":[0.00007329382,0.0006398761,0.484342,0.002423683,0.000165954,0.01677189,0.4764584,0.0007535805,0.001065439,0.003544931,0.01364458,0.0001164052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839115,0.009463921,0.001229398,0.00243898,0.00008923178,0.00006045467,0.00002744466,0.000009694811,0.002769255],"genre_scores_gemma":[0.9940535,0.00452543,0.0006668036,0.0003317774,0.00004314494,0.00004933707,0.00002388391,0.000002535442,0.0003034759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374358,"threshold_uncertainty_score":0.01255697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05616862077149012,"score_gpt":0.4520273411050298,"score_spread":0.3958587203335397,"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."}}