{"id":"W2167614098","doi":"10.1093/occmed/kqu114","title":"Cross-national comparison of job satisfaction in doctors during economic recession","year":2014,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"Norges Forskningsråd; Universitetet i Oslo; Norske Legeforening","keywords":"Recession; Job satisfaction; Norwegian; Icelandic; Medicine; Psychology; Demographic economics; Demography; Family medicine; Social psychology; Economics","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":[0.001745744,0.0001508286,0.000354725,0.001267799,0.0005322719,0.0005214842,0.0002157817,0.0003869238,0.001422489],"category_scores_gemma":[0.004563776,0.0001775302,0.0004226408,0.001248627,0.0004586942,0.0002891788,0.001126898,0.0003647966,0.0002203224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008078577,"about_ca_system_score_gemma":0.0006600649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01558148,"about_ca_topic_score_gemma":0.02331681,"domain_scores_codex":[0.9988594,0.0003191756,0.0001436337,0.0001400213,0.00023438,0.0003034123],"domain_scores_gemma":[0.9966055,0.0007241098,0.001322398,0.00009303053,0.0005728538,0.0006820011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002902024,0.00002319075,0.9968425,0.00003112216,0.00005500693,0.00002990712,0.0009133879,0.00003625519,0.0001958879,0.00001459258,0.0002189963,0.001348996],"study_design_scores_gemma":[0.000002359839,0.00003093049,0.9992477,0.000004251691,0.000003657257,0.0000138867,0.0005905982,0.00001448088,0.00001209337,0.000001359474,0.00007759396,0.000001186365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990702,0.0001429198,0.00002480851,0.00004156308,0.00001050532,0.000007102702,0.0003210878,6.595664e-7,0.0003812463],"genre_scores_gemma":[0.9989907,0.0001071137,0.000039437,0.00004291576,0.000009298273,0.00001725229,0.0006569778,0.000001165954,0.0001351747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01558148,"threshold_uncertainty_score":0.0309816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.099148280101872,"score_gpt":0.5231008818738175,"score_spread":0.4239526017719455,"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."}}