{"id":"W4313415060","doi":"10.3390/ijerph20010489","title":"Implementation of the Synergy Tool: A Potential Intervention to Relieve Health Care Worker Burnout","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"Fraser Health Authority","keywords":"Burnout; Staffing; Health care; Nursing; Intervention (counseling); Baseline (sea); Medicine; Needs assessment; Action plan; Participatory action research; Psychology; Medical education; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008334899,0.0006557185,0.0004232099,0.0009613869,0.001761722,0.001159125,0.001393,0.001263214,0.008457915],"category_scores_gemma":[0.01499766,0.0003693913,0.0007865109,0.0004514229,0.001013499,0.001256911,0.005653426,0.001128827,0.0007109291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008802544,"about_ca_system_score_gemma":0.01168516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046198,"about_ca_topic_score_gemma":0.003220768,"domain_scores_codex":[0.9943955,0.003981278,0.000221394,0.0002540532,0.000564257,0.0005834767],"domain_scores_gemma":[0.9907237,0.004768168,0.0009087303,0.0006350261,0.0006704027,0.002294033],"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":[0.001895152,0.02239939,0.02910113,0.003780449,0.0002051775,0.0005541769,0.01721385,0.001850379,0.008854182,0.003355087,0.02766994,0.8831211],"study_design_scores_gemma":[0.01141537,0.1389623,0.4024169,0.01152768,0.002192475,0.002547571,0.09797192,0.01873028,0.04291027,0.03639554,0.2341802,0.0007494728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798031,0.0008081842,0.05474785,0.02171367,0.0008748059,0.007398989,0.000538532,0.002461019,0.03165393],"genre_scores_gemma":[0.8233346,0.000669339,0.1614632,0.002597732,0.0001727628,0.006531137,0.000232269,0.00005423334,0.004944755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008457915,"threshold_uncertainty_score":0.04407972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06907237505851396,"score_gpt":0.4848659249434076,"score_spread":0.4157935498848937,"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."}}