{"id":"W4384202939","doi":"10.1007/s12671-023-02175-8","title":"Can Brief Online Mindfulness Programs Mitigate Healthcare Workers’ Burnout amid the COVID-19 Pandemic?","year":2023,"lang":"en","type":"article","venue":"Mindfulness","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Georgian College; McMaster University; Waypoint Centre for Mental Health Care","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Depersonalization; Emotional exhaustion; Burnout; Mindfulness; Feeling; Psychology; Psychological intervention; Health care; Clinical psychology; Nursing; Medicine; Psychiatry; Social psychology","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":[0.00162053,0.0002540764,0.0004693276,0.0001998935,0.0009169277,0.000992373,0.0005701831,0.001795772,0.01344033],"category_scores_gemma":[0.009799549,0.0001709147,0.0005284696,0.0001694322,0.0004074601,0.00144006,0.001324385,0.002128058,0.001091033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004442811,"about_ca_system_score_gemma":0.003413856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522053,"about_ca_topic_score_gemma":0.01041229,"domain_scores_codex":[0.9994887,0.0002047766,0.00002022971,0.00003763756,0.00005873146,0.0001898545],"domain_scores_gemma":[0.9972425,0.00107402,0.0004189587,0.00009813939,0.0002285113,0.0009380173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004292753,0.02423237,0.02691121,0.003584643,0.0003997999,0.000207453,0.002095645,0.000276204,0.002447868,0.00260756,0.03074019,0.9022043],"study_design_scores_gemma":[0.009606544,0.04459707,0.6797035,0.03363721,0.001704252,0.0007076112,0.03195109,0.002228337,0.005424396,0.01824885,0.1719181,0.0002730525],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101082,0.02281685,0.002060741,0.122309,0.009444808,0.0009739373,0.0003142973,0.0001692097,0.03180304],"genre_scores_gemma":[0.9476538,0.01570382,0.003743476,0.0218932,0.003771394,0.001403553,0.0002178493,0.00002770279,0.005585215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344033,"threshold_uncertainty_score":0.04496241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003186219904237,"score_gpt":0.3775624308640354,"score_spread":0.2772438088736117,"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."}}