{"id":"W4409476348","doi":"10.4300/jgme-d-24-00481.1","title":"Examining Resident Burnout Through the Lens of Self-Determination Theory: The Role of General Causality Orientations","year":2025,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan; University of Calgary","funders":"","keywords":"Burnout; Causality (physics); Autonomy; Psychology; Orientation (vector space); Social psychology; Structural equation modeling; Clinical psychology; Statistics; Mathematics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00553485,0.0001212263,0.0003403489,0.0001337844,0.0006399446,0.000008131042,0.0004154785,0.0001921293,0.0002005246],"category_scores_gemma":[0.004388109,0.00006233979,0.0001080003,0.0004301502,0.0001992041,0.000197443,0.00009009136,0.001118757,0.000003058011],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755088,"about_ca_system_score_gemma":0.006904352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009914902,"about_ca_topic_score_gemma":0.0001118722,"domain_scores_codex":[0.9944066,0.002544086,0.001556198,0.0001310872,0.001115311,0.0002467521],"domain_scores_gemma":[0.9941836,0.002230489,0.001572168,0.0003099426,0.001600661,0.0001031145],"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":[0.0004512184,0.001701526,0.1215837,0.001710682,0.0003611628,0.000004124347,0.1563234,0.00002856058,0.001169029,0.4360119,0.02797058,0.2526841],"study_design_scores_gemma":[0.001853076,0.0004361258,0.4934134,0.01115583,0.000562872,0.00002547104,0.2050849,0.001050914,0.001806258,0.2529303,0.03142529,0.000255463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.928198,0.003664332,0.001263428,0.05751863,0.003927937,0.0006316999,0.00001078807,0.00001413225,0.004771054],"genre_scores_gemma":[0.9949476,0.0009935278,0.0006651468,0.001885062,0.0006720393,0.00004948067,0.00000952082,0.00001008781,0.0007675728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3718297,"threshold_uncertainty_score":0.9987256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08278580002863803,"score_gpt":0.4694213712931044,"score_spread":0.3866355712644663,"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."}}