{"id":"W1973102645","doi":"10.12927/cjnl.2001.16307","title":"Restructuring Stressors and Perceived Hospital Effectiveness","year":2001,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Restructuring; Stressor; Workload; Nursing; Psychology; Perception; Medicine; Clinical psychology; Business; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002339495,0.0002646011,0.0002588288,0.0008007491,0.0005618235,0.001155692,0.0002822694,0.0002033021,0.001851719],"category_scores_gemma":[0.01425198,0.0001283815,0.0002663913,0.0003934846,0.000593479,0.0005485537,0.001224709,0.0006800029,0.0001828789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167807,"about_ca_system_score_gemma":0.0006207749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362808,"about_ca_topic_score_gemma":0.001730097,"domain_scores_codex":[0.9977488,0.0008254121,0.0002291864,0.00008894902,0.0007338301,0.0003738138],"domain_scores_gemma":[0.9853285,0.002699038,0.006356991,0.0003378195,0.001668867,0.003608864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001972001,0.0005509228,0.9721711,0.00007754379,0.0001317911,0.0001381889,0.004053674,0.0002731023,0.0008995722,0.0002955132,0.0003919549,0.02081943],"study_design_scores_gemma":[0.000008991197,0.0004686448,0.9944746,0.00002226493,0.00001165973,0.0001028963,0.003815733,0.0001578947,0.0001692672,0.000127128,0.0006275572,0.00001328189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977701,0.0001672749,0.0001779175,0.0001362731,0.00001221556,0.00001241106,0.00004206715,0.000003261757,0.001678485],"genre_scores_gemma":[0.9996471,0.00006994505,0.00006306787,0.00003028342,0.00001233955,0.000005333288,0.00005018633,9.919385e-7,0.0001207343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002339495,"threshold_uncertainty_score":0.01237261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.200709615486575,"score_gpt":0.4000430840991371,"score_spread":0.199333468612562,"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."}}