{"id":"W4401687616","doi":"10.7202/1112304ar","title":"Bioethics and Burnout: Unpacking the Relationship","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; University of the Fraser Valley","funders":"","keywords":"Unpacking; Bioethics; Burnout; Psychology; Applied psychology; Clinical psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.02315904,0.0001298644,0.0001912881,0.0003227198,0.002446564,0.0001291792,0.0003600064,0.0008847496,0.0003120832],"category_scores_gemma":[0.05344387,0.00008684884,0.00007463308,0.0005072759,0.00398653,0.0002831745,0.00004283788,0.02180578,0.0001245663],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863976,"about_ca_system_score_gemma":0.01010186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01576418,"about_ca_topic_score_gemma":0.1111765,"domain_scores_codex":[0.9953938,0.002784775,0.0007163385,0.0001542339,0.0005051093,0.0004458133],"domain_scores_gemma":[0.9553163,0.04262126,0.0003155959,0.0002717607,0.0006600932,0.0008149777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006177499,0.000002104834,0.01658497,0.0002866636,0.00004324436,0.0001805276,0.02056998,0.000004030058,0.000004869541,0.9493474,0.0118238,0.001146274],"study_design_scores_gemma":[0.0003031505,0.0001146115,0.006950452,0.003718407,0.0001942071,0.0003333847,0.06361933,0.0002734456,0.000008765381,0.4383649,0.485886,0.0002333413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02126383,0.02596517,0.003009592,0.9070707,0.009254677,0.0003595322,0.0000383849,0.00004596745,0.03299214],"genre_scores_gemma":[0.9857991,0.0008877126,0.0008291836,0.01017862,0.001250274,0.000002811255,0.000001778386,0.00003267717,0.001017823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9645353,"threshold_uncertainty_score":0.9988521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3067553420525196,"score_gpt":0.5193044076598164,"score_spread":0.2125490656072968,"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."}}