{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03024361,0.0006678671,0.000942862,0.006224645,0.02862504,0.02317344,0.002230707,0.005675454,0.00409902],"category_scores_gemma":[0.04152455,0.0007816103,0.0006767014,0.005513641,0.1050307,0.01976363,0.02055132,0.01620067,0.0003233129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05502453,"about_ca_system_score_gemma":0.1466369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4905562,"about_ca_topic_score_gemma":0.6073331,"domain_scores_codex":[0.9775064,0.01387139,0.0004771143,0.0007775538,0.003983819,0.003383701],"domain_scores_gemma":[0.9365606,0.04057263,0.003196836,0.00144003,0.008916172,0.009313686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005029484,0.0001433447,0.01399736,0.0007095655,0.00006028535,0.0005801067,0.284112,0.0002885581,0.00031619,0.6094645,0.02077154,0.06950627],"study_design_scores_gemma":[0.00002728719,0.00007096292,0.0176217,0.003735889,0.0000598785,0.0005095404,0.3353391,0.0006841188,0.0001574227,0.3791105,0.2625498,0.0001337098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04594162,0.05027715,0.0068662,0.8205784,0.00280761,0.00006454258,0.00003167312,0.00003661644,0.07339623],"genre_scores_gemma":[0.8634336,0.04375539,0.006088998,0.07840967,0.001895357,0.000114478,0.00003239852,0.00006549952,0.006204659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4905562,"threshold_uncertainty_score":0.9754018,"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."}}