{"id":"W4232979229","doi":"10.1097/00126450-200501000-00004","title":"Hospital Restructuring Stressors, Support, and Nursing Staff Perceptions of Unit Functioning","year":2005,"lang":"en","type":"article","venue":"The Health Care Manager","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Stressor; Nursing; Unit (ring theory); Perception; Nursing staff; Medicine; Psychology; Clinical psychology; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003080718,0.0001350549,0.0002305209,0.00009436827,0.001950577,0.000008854357,0.0001064366,0.00006211887,0.0002430405],"category_scores_gemma":[0.00002864514,0.00009989325,0.00004120345,0.0001354399,0.0001493862,0.0001093697,0.0001181104,0.0003758264,0.00002742099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001632867,"about_ca_system_score_gemma":0.00009706672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004935879,"about_ca_topic_score_gemma":0.0006359515,"domain_scores_codex":[0.9984903,0.0002588179,0.0004100983,0.0001953973,0.000191021,0.0004543493],"domain_scores_gemma":[0.9991643,0.0001510776,0.0002160091,0.0002741106,0.0001047888,0.00008973439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001325523,0.0001038351,0.2376952,0.001593527,0.0001355498,0.000003560452,0.4088406,0.0001141823,0.00001507619,0.01917645,0.07659911,0.2555904],"study_design_scores_gemma":[0.0006787328,0.0003416055,0.6785584,0.000600718,0.0000586877,0.000001374546,0.2630963,0.00002094736,0.000003901642,0.0003644421,0.0560842,0.0001906444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474177,0.001541212,0.00007031669,0.03143862,0.0005975158,0.00074006,0.00003294339,0.0001110012,0.01805067],"genre_scores_gemma":[0.9954654,0.0004291612,0.0002299172,0.0007688042,0.0004248181,0.00003568073,0.000025855,0.00002486776,0.002595472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4408633,"threshold_uncertainty_score":0.9993488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697286470327764,"score_gpt":0.3814591749787934,"score_spread":0.3544863102755157,"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."}}