{"id":"W2611470257","doi":"10.1177/1715163517701770","title":"Use of potentially inappropriate medications among ambulatory home-dwelling elderly patients with dementia: A review of the literature","year":2017,"lang":"en","type":"review","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; McMaster University; University of Waterloo","funders":"Ontario Ministry of Health and Long-Term Care; Alzheimer Society; Government of Ontario","keywords":"Medicine; Dementia; CINAHL; MEDLINE; Adverse effect; Drug class; Population; Ambulatory; Polypharmacy; Beers Criteria; Psychiatry; Intensive care medicine; Drug; Disease; Psychological intervention; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"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":[0.004114608,0.0008722287,0.003369489,0.01593104,0.0006033559,0.002142416,0.00130807,0.001866288,0.002213801],"category_scores_gemma":[0.01965357,0.0007821759,0.002722853,0.01638492,0.0006938302,0.002447258,0.0008704856,0.0006519855,0.000255138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002289689,"about_ca_system_score_gemma":0.006087983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006583217,"about_ca_topic_score_gemma":0.01684382,"domain_scores_codex":[0.9948939,0.0009886927,0.002790718,0.0003252895,0.0008821641,0.0001193644],"domain_scores_gemma":[0.9717395,0.01992019,0.005750297,0.0001626837,0.002176271,0.0002510592],"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":[0.0001125826,0.00003223238,0.003642208,0.86837,0.001861658,0.000855066,0.000767351,0.00007859146,0.0002088282,0.0002422605,0.003635048,0.1201942],"study_design_scores_gemma":[0.00009245586,0.0002805093,0.02484095,0.9055675,0.01647729,0.005928062,0.001585096,0.00009847761,0.0002031847,0.000380975,0.04448953,0.00005604689],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008392174,0.998683,0.00002209662,0.000149152,0.00005141686,0.00002522981,0.00006271497,0.000001728036,0.0001654334],"genre_scores_gemma":[0.007035459,0.9922208,0.0001909007,0.0002995915,0.00008413755,0.00005338187,0.00006752092,0.000001079229,0.00004718802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01593104,"threshold_uncertainty_score":0.0217604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125858358974399,"score_gpt":0.3575810193368507,"score_spread":0.2317226603624517,"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."}}