{"id":"W2021030094","doi":"10.1097/nnr.0b013e3181a308de","title":"Employer-Provided Support Services and Job Dissatisfaction in Canadian Registered Nurses","year":2009,"lang":"en","type":"article","venue":"Nursing Research","topic":"Nursing education and management","field":"Nursing","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Staffing; Overtime; Job satisfaction; Nursing; Workforce; Autonomy; Recreation; Odds ratio; Psychology; Medicine; Social psychology","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":[0.001456914,0.0001410005,0.0002382728,0.0007489884,0.001611164,0.0008479144,0.0006974476,0.0003208038,0.002196279],"category_scores_gemma":[0.005177743,0.0001703616,0.000363795,0.001568509,0.0005333483,0.0002049502,0.0007147776,0.0005077597,0.0001158643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009756004,"about_ca_system_score_gemma":0.01567663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9424078,"about_ca_topic_score_gemma":0.9588856,"domain_scores_codex":[0.9985971,0.0001519116,0.00007662775,0.00009196786,0.0007334126,0.0003489222],"domain_scores_gemma":[0.9970806,0.0003945679,0.001029757,0.00007626094,0.0008206114,0.0005980891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003409286,0.00002871065,0.9939578,0.00002432038,0.00001296973,0.00004044555,0.001081674,0.00002977357,0.00003714587,0.00002912262,0.0003826618,0.004341165],"study_design_scores_gemma":[0.000002614399,0.00001610464,0.9973985,0.00002538172,0.000007158135,0.00002726103,0.001997991,0.00007383321,0.00001546858,0.000007647518,0.0004246327,0.000003493884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973736,0.000506565,0.00003284531,0.0003147599,0.000009957951,0.000008996354,0.0002364215,0.000002036173,0.001514699],"genre_scores_gemma":[0.9991596,0.0003321659,0.00004522113,0.00005306369,0.000003571121,0.000005116971,0.0001479539,0.000001131098,0.0002521032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05759215,"threshold_uncertainty_score":0.1158626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0794913039706188,"score_gpt":0.4330535546406606,"score_spread":0.3535622506700418,"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."}}