{"id":"W4411674270","doi":"10.34067/kid.0000000884","title":"Medication Mindfulness","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Toronto General Hospital; University of Toronto; University Health Network","funders":"Kidney Foundation of Canada","keywords":"Deprescribing; Polypharmacy; Medicine; Beers Criteria; Adverse effect; Intervention (counseling); Emergency medicine; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013306,0.00007308141,0.0001053348,0.0001345343,0.00009913745,0.00001760827,0.0002091148,0.00007929967,0.05101352],"category_scores_gemma":[0.00003289301,0.00006523426,0.00008181969,0.0002313436,0.0000420908,0.0000300378,0.00003806261,0.000106181,0.00130604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000190926,"about_ca_system_score_gemma":0.0000421012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005806749,"about_ca_topic_score_gemma":0.000006340149,"domain_scores_codex":[0.9993245,0.00003669165,0.0002009777,0.0001965898,0.0000912852,0.0001499591],"domain_scores_gemma":[0.9994582,0.00003016254,0.00004751631,0.0003490698,0.00003914645,0.00007593612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009283196,0.00008442944,0.0006210575,0.000005978347,0.00002622194,0.000001827707,0.00003964719,1.063324e-7,0.000002986173,0.5298871,0.4202449,0.04907645],"study_design_scores_gemma":[0.0005904529,0.00002061491,0.01489713,0.00008011384,0.0000327647,0.000004316132,0.0004660429,0.0000335957,0.005180034,0.07262956,0.9059592,0.0001062158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02104708,0.0001356525,0.2850905,0.008130968,0.004764658,0.0001479554,0.00001600465,0.0001175289,0.6805497],"genre_scores_gemma":[0.9019905,5.151774e-8,0.00002779584,0.0008166838,0.00006884788,0.001530547,0.00001398819,0.000005287789,0.09554625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8809435,"threshold_uncertainty_score":0.9994715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01903198193050843,"score_gpt":0.3435622449564485,"score_spread":0.3245302630259401,"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."}}