{"id":"W4205447416","doi":"10.20944/preprints202201.0120.v1","title":"Striking a Balance between Work and Play: The Effects of Work-life Interference and Burnout on Faculty Turnover Intentions and Career Satisfaction","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Burnout; Cynicism; Psychology; Psychological intervention; Job satisfaction; Structural equation modeling; Descriptive statistics; Emotional exhaustion; Social psychology; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003093593,0.0003027089,0.0004396541,0.0007132008,0.001740521,0.002972515,0.0006866375,0.0006616609,0.004481619],"category_scores_gemma":[0.01098315,0.0003171225,0.0008425508,0.0006715229,0.001321362,0.000810297,0.001745024,0.001381564,0.0003889225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002767523,"about_ca_system_score_gemma":0.006645987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.096186,"about_ca_topic_score_gemma":0.1746757,"domain_scores_codex":[0.9973653,0.001163386,0.00009374419,0.0001472792,0.0005161352,0.0007142398],"domain_scores_gemma":[0.9899311,0.004293737,0.001937351,0.0003348095,0.0006974333,0.002805564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002543219,0.0006033353,0.9865783,0.00003095968,0.00008345333,0.0000716947,0.003244574,0.00008224653,0.0003089227,0.0001477474,0.000175077,0.008419298],"study_design_scores_gemma":[0.000005625842,0.0001279459,0.9956993,0.00002510679,0.00003271873,0.00002000222,0.003610058,0.000174129,0.0000710079,0.00006062689,0.0001688139,0.000004722157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983993,0.0001780516,0.0000879349,0.0003051266,0.000008099262,0.000009627316,0.00003375359,0.000002405539,0.0009756894],"genre_scores_gemma":[0.9989097,0.0001061856,0.0001008106,0.0001016308,0.000009635462,0.00001437718,0.00004983711,0.000002507037,0.0007052612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.096186,"threshold_uncertainty_score":0.1912523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1896626315348534,"score_gpt":0.440554293235695,"score_spread":0.2508916617008417,"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."}}