{"id":"W4308632677","doi":"10.24124/2022/59325","title":"Workplace value differences as a predictor of healthcare worker professional quality of life: A structural equation modeling approach","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Structural equation modeling; Health care; Psychology; Variance (accounting); Value (mathematics); Quality of life (healthcare); Palliative care; Quality (philosophy); Scale (ratio); Nursing; Applied psychology; Social psychology; Medicine; Statistics; Political science; Business; Mathematics","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":[0.00573387,0.0006319535,0.000756368,0.002570775,0.001425064,0.002363848,0.001403571,0.0008874747,0.003621262],"category_scores_gemma":[0.01224319,0.000492093,0.002126597,0.002264532,0.0006497629,0.0009841565,0.001831678,0.002322727,0.0004426225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004948516,"about_ca_system_score_gemma":0.009713511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1267749,"about_ca_topic_score_gemma":0.102247,"domain_scores_codex":[0.9979925,0.001020401,0.0001014796,0.0002066088,0.0003710133,0.0003079511],"domain_scores_gemma":[0.994253,0.004169516,0.0005599533,0.0001983905,0.0005412594,0.0002778523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002258655,0.001144148,0.917874,0.000292176,0.0008972969,0.0001984569,0.01006743,0.01096347,0.0004213949,0.01023628,0.003285641,0.0443939],"study_design_scores_gemma":[0.0001873238,0.001535593,0.6247097,0.001530283,0.001288571,0.0001992221,0.02330922,0.3230107,0.0008565293,0.01303335,0.01017006,0.0001693586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824554,0.0004989347,0.01013965,0.00181871,0.00006388338,0.0003552099,0.001159914,0.00004331694,0.003465023],"genre_scores_gemma":[0.9853708,0.0005190206,0.01072104,0.0001152694,0.00002340215,0.000511331,0.001054469,0.00001226437,0.001672462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267749,"threshold_uncertainty_score":0.252074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384770198011516,"score_gpt":0.4734147969645597,"score_spread":0.3349377771634082,"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."}}