{"id":"W4306677248","doi":"10.1007/s12671-022-02005-3","title":"Preliminary Evidence for Lasting Benefits One Year Following Mindfulness Training Among Older Family Caregivers of Persons with Neurodegenerative Disease","year":2022,"lang":"en","type":"article","venue":"Mindfulness","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Mind and Life Institute","keywords":"Mindfulness; Psychoeducation; Distress; Psychology; Intervention (counseling); Clinical psychology; Randomized controlled trial; Mental health; Caregiver burden; Thematic analysis; Quality of life (healthcare); Family caregivers; Disease; Psychiatry; Medicine; Gerontology; Qualitative research; Dementia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004620996,0.0003499195,0.00052755,0.0003067649,0.0009469981,0.00004961076,0.0005853582,0.00007629688,0.002997306],"category_scores_gemma":[0.0001149311,0.0003533905,0.0004540425,0.0005779128,0.000135358,0.0002584048,0.0002331997,0.0003670253,0.000006533691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009239801,"about_ca_system_score_gemma":0.0001931251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001518812,"about_ca_topic_score_gemma":0.00003963668,"domain_scores_codex":[0.997053,0.0003619647,0.000522978,0.0008572586,0.0006034498,0.0006013705],"domain_scores_gemma":[0.9979909,0.0006261128,0.0004008721,0.0005759823,0.0001597117,0.0002463965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.02011618,0.00682938,0.03418043,0.001664439,0.003781177,0.001075956,0.1042225,0.04394334,0.0002023729,0.1142965,0.03627587,0.6334119],"study_design_scores_gemma":[0.02123611,0.008794758,0.239886,0.008016678,0.004402263,0.00009310294,0.5905429,0.008047495,0.1082346,0.002888745,0.002818998,0.005038402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007814,0.0002755696,0.09574549,0.0001808471,0.001142825,0.0008506789,0.0004929264,0.00005800563,0.0004722337],"genre_scores_gemma":[0.9787159,1.169385e-8,0.0001613777,0.00004969734,0.0001250261,0.01836957,0.00005437557,0.00008129486,0.002442745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6283735,"threshold_uncertainty_score":0.9998918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08142198284706574,"score_gpt":0.3134067684676403,"score_spread":0.2319847856205745,"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."}}