{"id":"W2921898136","doi":"10.5206/uwomj.v84i2.4305","title":"Anticholinergic toxicity, polypharmacy, and inappropriate prescribing","year":2015,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Anticholinergic; Toxicity; Medicine; Pharmacology; Intensive care medicine; Internal medicine","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":[0.001117113,0.0001960207,0.000400633,0.001538878,0.001270948,0.001350181,0.0004186087,0.0007346124,0.003448083],"category_scores_gemma":[0.0151646,0.0002773172,0.0006036697,0.002295658,0.0004349339,0.0006349458,0.0004840869,0.001225697,0.0002054143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395047,"about_ca_system_score_gemma":0.006329552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.190369,"about_ca_topic_score_gemma":0.4295768,"domain_scores_codex":[0.9977182,0.0003234019,0.0004372603,0.0001213751,0.001167611,0.0002322283],"domain_scores_gemma":[0.9850427,0.002345883,0.007909312,0.0003576835,0.002107865,0.002236495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001265693,0.00006264858,0.9946731,0.00004870429,0.0000507094,0.0003690097,0.00009043446,0.00002565572,0.00005494159,0.00007746424,0.0004314229,0.0039894],"study_design_scores_gemma":[0.000009564815,0.00004725375,0.9980323,0.00006200067,0.00004924628,0.0008088262,0.0001466299,0.0001726479,0.00002778821,0.0000820515,0.0005553919,0.000006421985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720833,0.005968752,0.0001355218,0.003101032,0.00005828481,0.00007110501,0.001326989,0.00001493259,0.01724008],"genre_scores_gemma":[0.9968085,0.001502497,0.0002156861,0.0003712861,0.00008103802,0.00001542682,0.0003242448,0.000003387757,0.0006779621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.190369,"threshold_uncertainty_score":0.3785219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04569088205769342,"score_gpt":0.265136200080094,"score_spread":0.2194453180224006,"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."}}