{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004138816,0.00009189251,0.0002647441,0.00009279139,0.0000763569,0.00001237335,0.0001452572,0.00008746544,0.0003505892],"category_scores_gemma":[0.00006713335,0.00008027798,0.00005987538,0.00005296557,0.0001765183,0.0001582254,0.0001044576,0.0004540495,0.00001104451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288463,"about_ca_system_score_gemma":0.0007016886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005497582,"about_ca_topic_score_gemma":0.003936909,"domain_scores_codex":[0.9988641,0.00006436843,0.0001585245,0.0001221555,0.0006226784,0.0001681669],"domain_scores_gemma":[0.9988359,0.00002165768,0.0001079995,0.00008245556,0.0001367836,0.0008152333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005900899,0.0001945257,0.9844365,0.00002136755,0.0001064188,0.002853584,0.0060157,0.00000155299,0.0002791325,0.00002433247,0.00100166,0.004475196],"study_design_scores_gemma":[0.01464981,0.001213693,0.9050161,0.0006401599,0.0004620373,0.01076535,0.003691094,0.0004390213,0.000441533,0.0001455563,0.0622527,0.0002829162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947219,0.00008576301,0.001552693,0.001949814,0.00007992066,0.00007224381,5.8905e-7,0.00001124965,0.001525797],"genre_scores_gemma":[0.9955232,0.00009184805,0.0007345726,0.0005136743,0.00009768357,1.545135e-8,0.000003021523,0.000005932671,0.003030022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07942031,"threshold_uncertainty_score":0.8310736,"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."}}