{"id":"W2114779172","doi":"","title":"Short report: burnout, depression, and moving away. How are they related?","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Burnout; Depression (economics); Computer science; Data science; Medicine; Clinical psychology","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":[0.002535131,0.0003670157,0.0008004405,0.00168708,0.0009295329,0.001254492,0.0006075525,0.001724932,0.01354688],"category_scores_gemma":[0.02254565,0.0002415239,0.0007179675,0.001695196,0.0004303948,0.00121068,0.001050291,0.001912634,0.002210968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006148498,"about_ca_system_score_gemma":0.001603402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004649316,"about_ca_topic_score_gemma":0.005847368,"domain_scores_codex":[0.997602,0.0009478618,0.0005040731,0.000121411,0.0006378301,0.0001867657],"domain_scores_gemma":[0.9786659,0.008172007,0.004949148,0.0003573132,0.004771511,0.003084039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001805557,0.00087657,0.5013877,0.005274494,0.0008198825,0.001355721,0.002793564,0.0001660769,0.0004266768,0.001532499,0.2491276,0.2344337],"study_design_scores_gemma":[0.0001756361,0.0008916594,0.9380195,0.0021698,0.0005928623,0.003263723,0.004634499,0.0001426981,0.0002291614,0.001245246,0.04855873,0.00007645587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4026263,0.2536488,0.001806973,0.2262952,0.0396867,0.0007633479,0.02281211,0.0001703759,0.05219006],"genre_scores_gemma":[0.7989555,0.1081296,0.001458986,0.01698186,0.03609192,0.0009439157,0.01050113,0.00004792971,0.02688903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01354688,"threshold_uncertainty_score":0.04531884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05703822621814229,"score_gpt":0.355283904502044,"score_spread":0.2982456782839017,"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."}}