{"id":"W4405110824","doi":"10.1080/10803548.2024.2424098","title":"Effect of Mediterranean diet and physical activity on healthcare professional depression, burnout and professional fulfillment during COVID-19","year":2024,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Burnout; Depression (economics); Mediterranean diet; Medicine; Odds ratio; Logistic regression; Psychological intervention; Mental health; Health professionals; Health care; Confidence interval; Psychiatry; Environmental health; Clinical psychology; Internal medicine","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":[0.001015295,0.0001641626,0.0002305399,0.0004048881,0.0003480892,0.0005091274,0.0001484147,0.0003234103,0.001581133],"category_scores_gemma":[0.004535578,0.0001271044,0.0003110782,0.0003909572,0.0001651029,0.0001970762,0.0005962597,0.000412963,0.0001095677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817159,"about_ca_system_score_gemma":0.0004481712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006679341,"about_ca_topic_score_gemma":0.01055814,"domain_scores_codex":[0.9992753,0.0003331892,0.00006086912,0.000064208,0.0001145377,0.0001518371],"domain_scores_gemma":[0.9980838,0.0003729988,0.000842761,0.0000630357,0.0001565096,0.0004810056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002450978,0.0001766022,0.9896347,0.00005080239,0.00009525684,0.00004675647,0.0001982446,0.00001867765,0.000128594,0.00001621381,0.0002276562,0.009161348],"study_design_scores_gemma":[0.000003178818,0.00008757538,0.9994864,0.0000275477,0.00001377072,0.00003012986,0.0001613728,0.00003542224,0.00001438211,0.000006598578,0.00013223,0.000001346179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997371,0.00121422,0.00005019526,0.000272267,0.00001755354,0.00001080465,0.0001225275,0.000002309904,0.000939001],"genre_scores_gemma":[0.999115,0.0004164345,0.00009196845,0.00007271087,0.00001355225,0.000008358818,0.00008491751,9.050661e-7,0.0001960471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006679341,"threshold_uncertainty_score":0.01328093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320215374785511,"score_gpt":0.4522070048546755,"score_spread":0.4090048511068204,"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."}}