{"id":"W4388651947","doi":"10.3390/curroncol30110717","title":"Cancer Center Staff Satisfaction: Descriptive Results of a Canadian Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; NOSM University; University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Workload; Medicine; Descriptive statistics; Health care; Work (physics); Job satisfaction; Family medicine; Nursing; Descriptive research; Burnout; Medical education; Psychology; Social psychology; Clinical psychology; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002647653,0.0002279913,0.0005077786,0.005170311,0.00378588,0.001539972,0.00104285,0.0003230812,0.004669544],"category_scores_gemma":[0.008052274,0.0003556179,0.0007056503,0.01204732,0.0006635705,0.0006411136,0.001128251,0.0005262441,0.0007037447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01722223,"about_ca_system_score_gemma":0.01547251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8746662,"about_ca_topic_score_gemma":0.8928137,"domain_scores_codex":[0.9975272,0.0002878869,0.0002754857,0.0002064987,0.001108997,0.0005939333],"domain_scores_gemma":[0.9885843,0.001093231,0.001720053,0.0002080302,0.006731482,0.001663007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001488208,0.000117984,0.9826246,0.00008898546,0.0000308761,0.00005526424,0.005571429,0.00005525402,0.0001551311,0.00004945731,0.002300768,0.008801471],"study_design_scores_gemma":[0.000006149384,0.00006729927,0.9923981,0.00002178598,0.00001002444,0.00002842769,0.005979602,0.00006110023,0.00004266248,0.000006320322,0.001365415,0.00001305034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988903,0.0002660805,0.00007412906,0.0001876515,0.000009963997,0.0001071409,0.005681254,0.00001920849,0.004751539],"genre_scores_gemma":[0.9939248,0.0004904582,0.0002471151,0.0001636601,0.000009179549,0.0001362091,0.003545273,0.00002192175,0.00146156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253338,"threshold_uncertainty_score":0.2521439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3370712367118555,"score_gpt":0.5463043847009937,"score_spread":0.2092331479891383,"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."}}