{"id":"W2072010097","doi":"10.1177/0269216309102528","title":"Changes in anticholinergic load from regular prescribed medications in palliative care as death approaches","year":2009,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; U.S. Department of Veterans Affairs","keywords":"Anticholinergic; Medicine; Referral; Palliative care; Population; Adverse effect; Beers Criteria; Emergency medicine; Quality of life (healthcare); Intensive care medicine; Internal medicine; Family medicine; Nursing; Polypharmacy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002577137,0.0001506846,0.0005395681,0.0004604013,0.000290853,0.0004909447,0.0002126836,0.0003661842,0.001260259],"category_scores_gemma":[0.01430255,0.0001453146,0.0004897075,0.000648487,0.0002632057,0.0007095077,0.0004965956,0.0005280916,0.0001527375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004814252,"about_ca_system_score_gemma":0.0004085639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008114193,"about_ca_topic_score_gemma":0.003066871,"domain_scores_codex":[0.9976388,0.001371842,0.0002631477,0.0001594261,0.0004411971,0.0001254739],"domain_scores_gemma":[0.9924614,0.003649058,0.002741612,0.000342153,0.0004691152,0.0003366958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02246962,0.001363901,0.8059461,0.0009798441,0.0007435234,0.0003690222,0.001454562,0.0006232172,0.004449793,0.0002609034,0.0005108576,0.1608286],"study_design_scores_gemma":[0.0004035945,0.004750911,0.9917958,0.00008369497,0.0002221402,0.0003530422,0.0002189727,0.0003534062,0.0007868386,0.000221767,0.0007930511,0.0000167339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939474,0.003948619,0.0003213921,0.0001239091,0.00001448715,0.00008147009,0.000156874,0.000008976152,0.001397021],"genre_scores_gemma":[0.9985048,0.0006319123,0.0003837403,0.00007751231,0.00001512687,0.00005104339,0.0001148876,0.000001532836,0.0002195392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002577137,"threshold_uncertainty_score":0.01362938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09937679585458374,"score_gpt":0.3655148621880044,"score_spread":0.2661380663334207,"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."}}