{"id":"W3015178085","doi":"10.1136/bmjopen-2019-035862","title":"Evaluating a group-based Yoga of Stress Resilience programme: a pragmatic before–after interventional study protocol","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College; Women's College Hospital; McMaster University; Impact","funders":"","keywords":"Medicine; Burnout; Mental health; Informed consent; Anxiety; Mindfulness; Protocol (science); Loneliness; Emotional exhaustion; Institutional review board; Research ethics; Psychological resilience; Clinical psychology; Alternative medicine; Psychiatry; Psychology; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03823995,0.004945735,0.007864222,0.002699282,0.004848307,0.004206686,0.004300584,0.007223269,0.06631797],"category_scores_gemma":[0.02793729,0.00388484,0.004028074,0.002426238,0.00408688,0.003166434,0.002820741,0.007432843,0.01246066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005928026,"about_ca_system_score_gemma":0.03088449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003395213,"about_ca_topic_score_gemma":0.006371885,"domain_scores_codex":[0.9863508,0.007119644,0.001836406,0.001329558,0.001906153,0.001457486],"domain_scores_gemma":[0.9843939,0.00425576,0.002226438,0.002274123,0.003621205,0.00322866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5543538,0.137031,0.002937385,0.0581208,0.001765792,0.001546905,0.004243013,0.005436829,0.005187569,0.01124134,0.05382235,0.1643132],"study_design_scores_gemma":[0.7082878,0.1437629,0.01215818,0.01409165,0.001054924,0.0002851298,0.001840329,0.003183267,0.002396805,0.00733046,0.1051572,0.0004511895],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001027223,0.00006453216,0.0006521036,0.0000750079,0.0000704507,0.9975094,0.0003241359,0.00002601699,0.0002510743],"genre_scores_gemma":[0.0006195335,0.0000486714,0.0008477235,0.00006323881,0.00001665091,0.9982222,0.00005656842,0.000001593254,0.0001238387],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06631797,"threshold_uncertainty_score":0.2218557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193888806390823,"score_gpt":0.5305481984944329,"score_spread":0.3366593921036099,"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."}}