{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090566,0.0003109592,0.0003026977,0.0004658012,0.0008319729,0.0007718344,0.0007284922,0.0004991276,0.0277321],"category_scores_gemma":[0.00648441,0.0001611867,0.0005535007,0.0002651284,0.0006920851,0.0005734349,0.001277095,0.002046826,0.004638624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343228,"about_ca_system_score_gemma":0.001632718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573281,"about_ca_topic_score_gemma":0.003875794,"domain_scores_codex":[0.9990982,0.0002522041,0.0000560487,0.0001128291,0.0003667061,0.0001139545],"domain_scores_gemma":[0.9982159,0.0006295373,0.0001769996,0.0002300785,0.0003793254,0.0003681335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002652693,0.001334422,0.01328311,0.001206306,0.00009449165,0.0001861135,0.006750535,0.0002095086,0.005316705,0.00297103,0.0592343,0.9091483],"study_design_scores_gemma":[0.000901565,0.002942138,0.2883246,0.004374487,0.0003992706,0.003294166,0.01553525,0.00223337,0.007136303,0.02361579,0.6510159,0.0002270902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.4055346,0.006450674,0.03128343,0.02589119,0.002757006,0.006179,0.002367965,0.002556471,0.5169796],"genre_scores_gemma":[0.8635694,0.00457668,0.03427254,0.01080833,0.0005069011,0.004657358,0.0009460546,0.0002153348,0.08044741],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0277321,"threshold_uncertainty_score":0.09277314,"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."}}