{"id":"W2179335561","doi":"10.18433/j37p5x","title":"Effects of Prescription Drug Reduction on Quality of Life in Community-Dwelling Patients with Dementia","year":2015,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Medicine; Activities of daily living; Quality of life (healthcare); Medical prescription; Intervention (counseling); Dementia; Deprescribing; Regimen; Physical therapy; Gerontology; Internal medicine; Psychiatry; Disease; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007062622,0.0002876318,0.0005480724,0.0003425812,0.0004120515,0.000285201,0.0002154213,0.0003704546,0.0009916093],"category_scores_gemma":[0.002385795,0.00009853667,0.0007044754,0.0003187584,0.000195878,0.0001974004,0.0003421559,0.0004409521,0.00008520663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819464,"about_ca_system_score_gemma":0.000469979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003796122,"about_ca_topic_score_gemma":0.00732594,"domain_scores_codex":[0.9995283,0.0002162016,0.00005099737,0.00004150931,0.00007541,0.00008758456],"domain_scores_gemma":[0.9990939,0.000175543,0.0002670029,0.00003424847,0.00009977387,0.0003294996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03450697,0.0336835,0.6558428,0.001305428,0.001860241,0.0002907329,0.000769017,0.0004760168,0.003296954,0.0000579053,0.001245954,0.2666644],"study_design_scores_gemma":[0.0008356064,0.01341021,0.984395,0.00004788096,0.0002632499,0.00006222958,0.0002044836,0.0001821351,0.0001963505,0.00002439038,0.0003696224,0.000008717067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979804,0.001253662,0.00001747903,0.0001141128,0.00001726467,0.00003582823,0.00005091024,0.000004966121,0.0005253122],"genre_scores_gemma":[0.9992163,0.0003973175,0.0001094093,0.00007250682,0.00001556054,0.0000273209,0.00006891951,4.269612e-7,0.00009217843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003796122,"threshold_uncertainty_score":0.007548094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2626887966778457,"score_gpt":0.5126795629926302,"score_spread":0.2499907663147845,"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."}}