{"id":"W2113120974","doi":"10.12927/cjnl.2007.18785","title":"Generational Differences in Acute Care Nurses","year":2007,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing education and management","field":"Nursing","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Baby boomers; Generation x; Nursing; Burnout; Depersonalization; Acute care; Generation y; Psychological intervention; Psychology; Emotional exhaustion; Medicine; Health care; Clinical psychology; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000198607,0.0001649244,0.0001602419,0.0003414633,0.0001532881,0.0000861112,0.0001707229,0.000101541,0.00007872321],"category_scores_gemma":[0.00003522224,0.0001721619,0.00005386795,0.0003285171,0.0001595157,0.0001482435,0.00000453743,0.0002083604,0.00005327399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004874178,"about_ca_system_score_gemma":0.00003058055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003104557,"about_ca_topic_score_gemma":0.0001247413,"domain_scores_codex":[0.9985504,0.0000625283,0.0002530907,0.0003157089,0.0003075856,0.0005106554],"domain_scores_gemma":[0.9994918,0.00007953426,0.000065238,0.0002032635,0.00006044274,0.00009974288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006847094,0.0009479759,0.04272283,0.0001463528,0.00004878784,0.00003101143,0.1428254,0.00003861946,0.005591226,0.008264563,0.06659005,0.7321085],"study_design_scores_gemma":[0.001653507,0.00031424,0.8090699,0.001089914,0.0001357017,0.00002669503,0.151026,0.0001732089,0.01439791,0.001800469,0.01955903,0.0007534176],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969879,0.001579453,0.000951949,0.03527079,0.03300988,0.000563973,0.000004954869,0.0003242851,0.03130678],"genre_scores_gemma":[0.9932515,0.000001725722,0.001253966,0.001501199,0.000464208,0.000008053761,0.00003982589,0.00002455718,0.003454981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7663471,"threshold_uncertainty_score":0.7020558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585934961973746,"score_gpt":0.3451783565532526,"score_spread":0.186584860355878,"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."}}