{"id":"W7160021392","doi":"10.5281/zenodo.17550687","title":"Ідентифікація екзогенних та ендогенних факторів ризику синдрому емоційного вигорання у медичних працівників","year":2025,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Burnout syndrome; Burnout; Quality (philosophy); Health care; Mental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004532513,0.0007269016,0.0005531223,0.002972259,0.005384841,0.01629311,0.001241114,0.002958412,0.04524017],"category_scores_gemma":[0.01054819,0.0007957716,0.0008723662,0.00295476,0.008628684,0.00896341,0.00514456,0.004090958,0.01944849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00607112,"about_ca_system_score_gemma":0.01202118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162596,"about_ca_topic_score_gemma":0.0159289,"domain_scores_codex":[0.9942555,0.001492636,0.000358833,0.0008406726,0.002390771,0.0006615895],"domain_scores_gemma":[0.9940162,0.001528198,0.0006131382,0.0006546206,0.002183313,0.001004603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001233669,0.0001047379,0.006776926,0.0007239208,0.00004897903,0.0005633789,0.01255999,0.0006312132,0.00171291,0.7805598,0.06434883,0.1318458],"study_design_scores_gemma":[0.00002823769,0.00004794993,0.005679344,0.0007433827,0.00004889683,0.0005049281,0.008171228,0.0005071518,0.001456931,0.1614866,0.8212454,0.00007986852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02610707,0.0142243,0.02951467,0.0384146,0.002305453,0.0002101401,0.001180843,0.0004622304,0.8875808],"genre_scores_gemma":[0.6320232,0.02361305,0.04686682,0.006456717,0.001555279,0.000609612,0.001524494,0.0009490451,0.2864017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04524017,"threshold_uncertainty_score":0.1513434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513666519894911,"score_gpt":0.3171050760475295,"score_spread":0.2719684108485804,"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."}}