{"id":"W4309159386","doi":"10.1111/petr.14430","title":"Burnout, mental health symptoms, and empathy in healthcare workers who care for children treated in a liver transplant center","year":2022,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Empathy; Medicine; Emotional exhaustion; Marital status; Health care; Clinical psychology; Family medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007112842,0.0002830613,0.0005154598,0.0005597376,0.001222225,0.000009435242,0.0001580052,0.0001897435,0.00007329194],"category_scores_gemma":[0.00000737353,0.0002767768,0.00008039785,0.0005416897,0.00002167521,0.0001496481,0.0000310766,0.0009625081,0.000003685037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006501971,"about_ca_system_score_gemma":0.000597356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707255,"about_ca_topic_score_gemma":0.01530505,"domain_scores_codex":[0.995928,0.001178821,0.001004483,0.0005857429,0.0003929903,0.0009099314],"domain_scores_gemma":[0.9989536,0.0003016895,0.0002742432,0.0001540967,0.00006224909,0.0002541475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009162279,0.0001285075,0.927641,0.002667965,0.000008405132,0.00001864215,0.06180141,0.00002103771,9.184636e-7,0.00006407765,0.0002412332,0.006490538],"study_design_scores_gemma":[0.006540343,0.0003644562,0.9859674,0.000865576,0.00003162226,0.00001701718,0.005502162,0.0001798674,0.000001514768,0.00002961868,0.0002283589,0.0002720633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696034,0.01563172,0.00005751226,0.004194737,0.0004046893,0.004049015,0.005951148,0.00007308491,0.00003474606],"genre_scores_gemma":[0.9609416,0.03140687,0.0001116664,0.001304153,0.000207011,0.001337026,0.004590816,0.00004645982,0.00005436843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05832637,"threshold_uncertainty_score":0.9999685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805756622075269,"score_gpt":0.3401915459875748,"score_spread":0.3221339797668221,"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."}}