{"id":"W4308957109","doi":"10.1177/21650799221123261","title":"A Smartphone App to Reduce Burnout in the Emergency Department: A Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Workplace Health & Safety","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Burnout; Mindfulness; Randomized controlled trial; Intervention (counseling); Emotional exhaustion; Emergency department; Medicine; Multidisciplinary approach; Clinical psychology; Psychology; Physical therapy; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001865825,0.001333519,0.002938913,0.0006230132,0.0008315049,0.0009434067,0.00101739,0.002191908,0.007239237],"category_scores_gemma":[0.002568843,0.0007700894,0.001949292,0.0005236095,0.001127573,0.001000343,0.0007147112,0.002230551,0.0007013258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000657617,"about_ca_system_score_gemma":0.001677349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799266,"about_ca_topic_score_gemma":0.002982922,"domain_scores_codex":[0.9991267,0.0003785817,0.0001041213,0.0001593184,0.00009588688,0.0001354071],"domain_scores_gemma":[0.9988638,0.0003977625,0.0002124554,0.00008424288,0.0001434881,0.0002982556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8581328,0.1013198,0.0009860676,0.005490394,0.002036351,0.0001210642,0.0002649377,0.0002057311,0.002995557,0.0001286507,0.0009187488,0.02739988],"study_design_scores_gemma":[0.8301135,0.1646583,0.002918202,0.0002321765,0.0008439375,0.00001945473,0.0001038977,0.0002376275,0.000314618,0.00007247789,0.0004704563,0.00001540539],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544751,0.004030518,0.000967048,0.0006905232,0.0009824155,0.03675769,0.0008110797,0.0001596869,0.001125973],"genre_scores_gemma":[0.9055345,0.004601611,0.006587036,0.001271603,0.0007342064,0.07778969,0.000470582,0.00002092514,0.002989814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007239237,"threshold_uncertainty_score":0.02421772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04249079706439634,"score_gpt":0.4060944796337977,"score_spread":0.3636036825694013,"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."}}