{"id":"W4411194774","doi":"10.1007/s12671-025-02614-8","title":"Being Mindful of Our Ps and Qs: A Systematic-Narrative Review of the Parallels and Quality of Digital Mindfulness-Based Programs for Cancer Patients","year":2025,"lang":"en","type":"review","venue":"Mindfulness","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Institute of Health Services and Policy Research; Humber River Regional Hospital","funders":"","keywords":"Parallels; Mindfulness; Psychotherapist; Narrative; Psychology; Public health; Quality (philosophy); Medicine; Epistemology; Nursing; Philosophy; Literature; Art","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"],"consensus_categories":[],"category_scores_codex":[0.00105849,0.0006601461,0.004666566,0.0002708633,0.0001479873,0.00004259492,0.0007225017,0.0004060745,0.0002122996],"category_scores_gemma":[0.0006742411,0.0004234605,0.001360163,0.0007140506,0.0002762678,0.00009774238,0.0002503228,0.0002925919,0.000001095752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005716843,"about_ca_system_score_gemma":0.0003682863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008608764,"about_ca_topic_score_gemma":0.00004564287,"domain_scores_codex":[0.9940728,0.001072507,0.003251524,0.0007261484,0.0005003657,0.000376682],"domain_scores_gemma":[0.9932641,0.001018455,0.003851394,0.0009616545,0.000798659,0.0001057079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004417817,0.000490235,0.00008398548,0.5565026,0.0004957276,3.262861e-7,0.0001904465,6.999961e-8,6.764534e-9,0.003184515,0.0006846049,0.4383233],"study_design_scores_gemma":[0.001481162,0.0002844881,0.00004925892,0.9743468,0.003395727,0.000003875878,0.001596546,0.000003173964,0.00070338,0.001292215,0.01623909,0.0006042994],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001343047,0.9803864,0.006155106,0.0000995997,0.0009221421,0.008141081,0.002644661,0.00001326671,0.000294728],"genre_scores_gemma":[0.5328844,0.03317874,0.0001982833,0.0002038566,0.000342784,0.4199287,0.001338181,0.0004271555,0.01149797],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9472076,"threshold_uncertainty_score":0.9998217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07567478886787145,"score_gpt":0.4165778955992929,"score_spread":0.3409031067314214,"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."}}