{"id":"W4405451014","doi":"10.1177/00469580241306548","title":"Health Care Providers’ Well-being Indicators are Associated With Their Intention to Leave Their Positions: A Cross-Sectional Study From Saskatchewan, Canada","year":2024,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Burnout; Cross-sectional study; Medicine; Psychological resilience; Odds ratio; Logistic regression; Job satisfaction; Family medicine; Confidence interval; Demography; Psychology; Clinical psychology; Social psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002521143,0.000356727,0.0007060762,0.0004428177,0.003556001,0.0001384087,0.0002993079,0.0002760293,0.00005950505],"category_scores_gemma":[0.0005774875,0.0002154352,0.00006284735,0.001335284,0.00007354876,0.0004047293,0.0001933777,0.001924586,0.000004826173],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003028228,"about_ca_system_score_gemma":0.01426343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09466378,"about_ca_topic_score_gemma":0.4119653,"domain_scores_codex":[0.9939993,0.002043091,0.001998003,0.0004628804,0.000848951,0.0006477858],"domain_scores_gemma":[0.9946657,0.0009504195,0.001701356,0.0002934606,0.001978629,0.0004103776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531439,0.00008697406,0.6510542,0.0007710726,0.0001000933,0.00002011056,0.3176154,0.0000642695,0.00001718935,0.00002441593,0.003128062,0.02696503],"study_design_scores_gemma":[0.0006911877,0.0007318378,0.544539,0.006845108,0.00002062249,0.0000170145,0.4456014,0.00002581774,0.00002754748,0.00003527879,0.001291158,0.0001740465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647719,0.009582771,0.0046536,0.0157432,0.002737504,0.002226928,0.000178414,0.00009219175,0.00001353317],"genre_scores_gemma":[0.9908773,0.0002605574,0.0001115695,0.007927333,0.0004472755,0.00003108662,0.0001779393,0.00008527395,0.00008171982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3173015,"threshold_uncertainty_score":0.9977412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177836162475138,"score_gpt":0.3499824956402018,"score_spread":0.3282041340154505,"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."}}