{"id":"W4391845995","doi":"10.1080/10903127.2024.2319139","title":"Understanding the Role of Empathy and Gender on EMS Clinician Occupational Stress and Mental Health Outcomes","year":2024,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Burnout; Medicine; Mental health; Anxiety; Occupational stress; Empathy; Clinical psychology; Depression (economics); 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":[],"consensus_categories":[],"category_scores_codex":[0.000439672,0.0002154366,0.0003138392,0.0001052851,0.001057025,0.00001305024,0.0001302111,0.0001536434,0.0003165139],"category_scores_gemma":[0.00007146047,0.0001388151,0.00009561336,0.000149532,0.00008501187,0.0001261485,0.0001820986,0.0005915518,0.00001329469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897833,"about_ca_system_score_gemma":0.0004171607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004046441,"about_ca_topic_score_gemma":0.0005112239,"domain_scores_codex":[0.9976391,0.0003602985,0.0007411214,0.0003948958,0.0004286281,0.0004359396],"domain_scores_gemma":[0.9989745,0.0003285283,0.0001867013,0.0002207858,0.00009809126,0.0001914087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003815174,0.00003940213,0.8942138,0.001533914,0.00006672165,0.000001228454,0.07500388,0.000002158296,0.000004256308,0.01690561,0.00131201,0.01087883],"study_design_scores_gemma":[0.0003923698,0.0003100102,0.7573732,0.001938057,0.0000216092,6.950818e-7,0.2274796,0.0003393855,0.000008145124,0.01012,0.001776963,0.0002399825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9122353,0.0719476,0.00007236801,0.005925588,0.003846019,0.001368349,0.001416968,0.00009316781,0.003094603],"genre_scores_gemma":[0.9952019,0.003761629,0.00004304297,0.0003913269,0.000216944,0.00008481055,0.0001117734,0.00003107102,0.0001574427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524757,"threshold_uncertainty_score":0.8129886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1361195617287652,"score_gpt":0.4626912853734203,"score_spread":0.3265717236446551,"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."}}