{"id":"W4415813028","doi":"10.12688/mep.20886.2","title":"Flourishing by Design: Applying Self-Determination Theory and the Job Demands-Resources Model to Systems-Level Wellness in Medical Education","year":2025,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Flourishing; Burnout; Foundation (evidence); Well-being","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01786705,0.001085074,0.0005551999,0.002898278,0.002793554,0.008360651,0.002585856,0.002177272,0.003847472],"category_scores_gemma":[0.01648727,0.0006077847,0.001331903,0.001962202,0.01610461,0.006006832,0.005553205,0.002790025,0.0005496528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008703062,"about_ca_system_score_gemma":0.01088366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094855,"about_ca_topic_score_gemma":0.004284233,"domain_scores_codex":[0.9824542,0.01486783,0.0003802793,0.0006794301,0.00118776,0.000430381],"domain_scores_gemma":[0.9875982,0.009399044,0.0007296656,0.001120665,0.0006980737,0.0004543447],"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":[0.00002841842,0.0002076177,0.006464942,0.0008587045,0.00006597891,0.0002274401,0.02794318,0.006868048,0.0004215189,0.7758694,0.003999493,0.1770453],"study_design_scores_gemma":[0.00006263526,0.0004422276,0.004149476,0.001714889,0.00007212018,0.0003899819,0.02116484,0.02734617,0.001273326,0.8417138,0.1015903,0.00008026053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04283644,0.004289472,0.8483378,0.01467644,0.0003954423,0.001361937,0.0001314514,0.0004291892,0.0875418],"genre_scores_gemma":[0.4613785,0.002722897,0.5252582,0.001456213,0.00007772309,0.002520365,0.000114164,0.0001886586,0.006283266],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01786705,"threshold_uncertainty_score":0.09449118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228215389036599,"score_gpt":0.4054236240469083,"score_spread":0.3631414701565423,"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."}}