{"id":"W3091490551","doi":"10.1007/s00228-020-02994-x","title":"Quality of anticholinergic burden scales and their impact on clinical outcomes: a systematic review","year":2020,"lang":"en","type":"review","venue":"European Journal of Clinical Pharmacology","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Genève","keywords":"Anticholinergic; Medicine; Delirium; MEDLINE; Scale (ratio); Meta-analysis; Systematic review; Clinical psychology; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01747525,0.0007987775,0.01823855,0.0002960653,0.00003453309,0.00001251153,0.0006369638,0.0002567867,0.0001448472],"category_scores_gemma":[0.09408227,0.0003985318,0.007177738,0.0003254358,0.000785864,0.00005240018,0.0002246507,0.003683242,0.000133856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005765692,"about_ca_system_score_gemma":0.0007379278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.402509e-7,"about_ca_topic_score_gemma":1.034251e-7,"domain_scores_codex":[0.9628261,0.02368092,0.01214173,0.0005362408,0.0004742084,0.0003407801],"domain_scores_gemma":[0.9634899,0.01896382,0.01062848,0.0004853989,0.00552746,0.0009049397],"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":[0.001080166,0.0007406725,0.0004357315,0.7631854,0.01294041,0.002312399,0.00004707451,2.658912e-7,0.000001950834,0.000007763213,0.02712785,0.1921204],"study_design_scores_gemma":[0.006911288,0.01005305,0.002259952,0.7129844,0.02757044,0.001470285,0.0001630002,0.00000465816,4.000512e-7,0.000008362046,0.2379941,0.0005801069],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007974571,0.9921359,0.00003946526,0.002190467,0.001705813,0.002042816,0.00009211684,0.00001826605,0.0009776818],"genre_scores_gemma":[0.002390717,0.9665074,0.0000600349,0.02922029,0.001622594,0.00000484713,0.00002304235,0.0001192105,0.00005189093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2108662,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2409087813351385,"score_gpt":0.5610527865478637,"score_spread":0.3201440052127252,"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."}}