{"id":"W1984464048","doi":"10.1016/s0840-4704(10)60730-2","title":"Predictors of Job Stress and Satisfaction among Hospital Workers during Re-Engineering: <i>Differences by Extent of Supervisory Responsibilities</i>","year":2000,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Job satisfaction; Job stress; Psychology; Job performance; Job attitude; Work (physics); Stress (linguistics); Position (finance); Applied psychology; Nursing; Business; Medicine; Social psychology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005966543,0.0001845997,0.0003542028,0.0002172436,0.0004098693,0.000006051762,0.0001445665,0.000164726,0.0003702189],"category_scores_gemma":[0.0000572508,0.0001753862,0.00005834455,0.0002858756,0.0001180589,0.000176581,0.0001223605,0.0004312395,0.000007227027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687147,"about_ca_system_score_gemma":0.0001163983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004439571,"about_ca_topic_score_gemma":0.001081275,"domain_scores_codex":[0.9970675,0.0003503561,0.0008797863,0.0003630604,0.0006019363,0.0007374245],"domain_scores_gemma":[0.9986721,0.0003710428,0.000183377,0.0003519217,0.0001345273,0.0002870924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004721296,0.00004746806,0.9849436,0.006090343,0.00004337233,0.000002225581,0.0009458474,0.00002675242,0.000005282046,0.0003640437,0.001332446,0.005726471],"study_design_scores_gemma":[0.000676746,0.0003147007,0.9889997,0.0009949784,0.00001209645,1.503274e-7,0.008137492,0.0001349096,0.0000182431,0.00006342695,0.0005236568,0.0001238998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925278,0.0008178933,0.00001574263,0.002846053,0.0003643006,0.001891588,0.0002468352,0.00006116895,0.001228597],"genre_scores_gemma":[0.9951508,0.002267208,0.0001199467,0.00007744722,0.00005183537,0.0002509939,0.00004471943,0.00002518603,0.002011871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007191644,"threshold_uncertainty_score":0.7152041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244467719422063,"score_gpt":0.3239846074221708,"score_spread":0.2995378354799645,"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."}}