{"id":"W3007657098","doi":"10.1136/bmjopen-2019-035656","title":"Pharmacist-led intervention to improve medication use in older inpatients using the Drug Burden Index: a study protocol for a before/after intervention with a retrospective control group and multiple case analysis","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval; Dalhousie University; Nova Scotia Health Authority","funders":"College of Pharmacy, Dalhousie University; National Health and Medical Research Council; Canadian Frailty Network; Dalhousie University","keywords":"Medicine; Checklist; Polypharmacy; Protocol (science); Pharmacist; Research ethics; Family medicine; Intervention (counseling); Institutional review board; Randomized controlled trial; Alternative medicine; Psychiatry; Intensive care medicine; Surgery; Pharmacy","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":[0.04653974,0.004041489,0.007318797,0.003878713,0.004999499,0.002854717,0.00452852,0.006076024,0.03693787],"category_scores_gemma":[0.03904078,0.003363269,0.005728171,0.003866029,0.003289066,0.002990812,0.002864034,0.004018405,0.006606471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008768335,"about_ca_system_score_gemma":0.03377898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008836415,"about_ca_topic_score_gemma":0.01322308,"domain_scores_codex":[0.969948,0.01604017,0.005479286,0.002518918,0.003644151,0.002369432],"domain_scores_gemma":[0.9802076,0.004588132,0.003927968,0.002974125,0.00640478,0.001897352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5141413,0.1748953,0.01461224,0.05902213,0.00350291,0.001980504,0.006464213,0.007346536,0.00647786,0.01324299,0.03411771,0.1641964],"study_design_scores_gemma":[0.7001559,0.1702704,0.03668529,0.01329574,0.001982345,0.0002762313,0.001905623,0.004584341,0.003598297,0.005496146,0.06129173,0.0004579652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001283433,0.00003593416,0.00059234,0.00003013099,0.00003883509,0.9976126,0.0002392737,0.00001094395,0.00015654],"genre_scores_gemma":[0.0007261259,0.00002900349,0.001126443,0.00002283185,0.000008475706,0.9979717,0.00004111767,9.931096e-7,0.00007323652],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04653974,"threshold_uncertainty_score":0.2461286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482678430792683,"score_gpt":0.5018744457804065,"score_spread":0.3536066027011382,"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."}}