{"id":"W4409169603","doi":"10.2196/67695","title":"Mindfulness-Based Cognitive Therapy for Life (MBCT-L) Versus Stress Reduction Psychoeducation (SRP) for the Improvement of Mental Well-Being in Health Care and Other Public Sector Staff: Protocol for the Well at Work Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Psychoeducation; Mindfulness-based cognitive therapy; Mindfulness; Mental health; Psychology; Cognitive therapy; Stress management; Health care; Protocol (science); Psychotherapist; Cognition; Medicine; Nursing; Psychiatry; Clinical psychology; Psychological intervention; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03175751,0.005215283,0.009928077,0.002783386,0.003565235,0.004463572,0.004390416,0.005717511,0.06449047],"category_scores_gemma":[0.02572232,0.003266244,0.005227279,0.003766478,0.003906395,0.003333956,0.002340661,0.009566783,0.01201255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005654235,"about_ca_system_score_gemma":0.0189459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003176749,"about_ca_topic_score_gemma":0.005925255,"domain_scores_codex":[0.9826382,0.009785938,0.001910727,0.001499902,0.002379831,0.001785424],"domain_scores_gemma":[0.9876882,0.002834149,0.00282237,0.001496584,0.003269342,0.001889325],"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":[0.7974443,0.02753784,0.001395004,0.04750209,0.002830675,0.0004898798,0.001216417,0.003342308,0.003746953,0.006900245,0.03847634,0.06911787],"study_design_scores_gemma":[0.9097714,0.02347141,0.002448254,0.007374666,0.001224916,0.0001055561,0.0002761843,0.002825506,0.001417979,0.003031907,0.04786159,0.0001906472],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008400123,0.0001234969,0.0006209814,0.00009503398,0.0001292707,0.9974077,0.0004622137,0.00005156639,0.0002696709],"genre_scores_gemma":[0.0006461092,0.00007376642,0.0009331399,0.00005784716,0.00001741186,0.9980217,0.00006385741,0.000003039551,0.0001831418],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06449047,"threshold_uncertainty_score":0.2157421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501021784944446,"score_gpt":0.5452073964205125,"score_spread":0.3951052179260679,"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."}}