{"id":"W1989463683","doi":"10.3138/0560-6gv2-g326-76pt","title":"Deteriorated External Work Environment, Heavy Workload and Nurses' Job Satisfaction and Turnover Intention","year":2007,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Casual; Job satisfaction; Work (physics); Turnover intention; Work environment; Turnover; Nursing; Psychology; Business; Health care; Medicine; Social psychology; Computer science; Political science; Engineering; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008802313,0.0001117948,0.0002007113,0.0004452197,0.001062923,0.0009097756,0.0002214029,0.0002232164,0.001171653],"category_scores_gemma":[0.003431019,0.0001003777,0.0001621208,0.0005804343,0.000769884,0.000229251,0.00053635,0.0004466999,0.00007943253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004212507,"about_ca_system_score_gemma":0.005281161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7065683,"about_ca_topic_score_gemma":0.8682873,"domain_scores_codex":[0.9993237,0.0001338518,0.0000374442,0.00003833402,0.0002161623,0.0002504761],"domain_scores_gemma":[0.9970891,0.0003523016,0.001024157,0.00006562214,0.0005411437,0.0009276893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002588612,0.00002307148,0.99653,0.000006219396,0.00001009631,0.00002785235,0.0007410928,0.00005439192,0.00006578887,0.00004652125,0.0001110596,0.002357992],"study_design_scores_gemma":[6.613864e-7,0.000007664146,0.9991955,0.000003561142,0.000001906653,0.000006545035,0.0006175376,0.00004857036,0.000009733472,0.00001139336,0.00009585937,0.000001164857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990423,0.0001155651,0.00003327301,0.0001840038,0.000002494497,0.000002268763,0.00004220266,7.706471e-7,0.0005769919],"genre_scores_gemma":[0.9996235,0.00006401441,0.00002185227,0.00003443275,0.000002606205,0.000001465357,0.00005723091,4.47943e-7,0.0001943324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7065683,"threshold_uncertainty_score":0.5903195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251572531932222,"score_gpt":0.332131116357425,"score_spread":0.3096153910381028,"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."}}