{"id":"W3047257166","doi":"10.1002/pds.5085","title":"Baseline anticholinergic burden from medications predicts poorer baseline and long‐term health‐related quality of life in 16 675 men and women of <scp>EPIC‐Norfolk</scp> prospective population‐based cohort study","year":2020,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Aberdeen; Medical Research Council; National Institute for Health and Care Research; Medical Research Council Canada; Cancer Research UK","keywords":"Medicine; Baseline (sea); EPIC; Quality of life (healthcare); Anticholinergic; Prospective cohort study; Cohort study; Term (time); Pharmacoepidemiology; Population; Gerontology; Demography; Environmental health; Internal medicine; Pharmacology; Medical prescription","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":[0.0009474949,0.0005015683,0.0006917026,0.0005251004,0.000655807,0.0009702634,0.0005449165,0.0006424846,0.001353733],"category_scores_gemma":[0.001499959,0.0006875841,0.0007992386,0.0008162627,0.0002868229,0.0004619459,0.0005415058,0.0007527812,0.0004091875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004731761,"about_ca_system_score_gemma":0.0003871757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02107956,"about_ca_topic_score_gemma":0.02711431,"domain_scores_codex":[0.9995574,0.00009532212,0.00004581652,0.0001297123,0.00007905671,0.00009267131],"domain_scores_gemma":[0.9990527,0.0001112323,0.0003676583,0.0001411113,0.000109198,0.0002181049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001671348,0.00002866039,0.9991753,0.000004548956,0.00006262966,0.00004019537,0.00004286932,0.00001095713,0.0000969415,0.000003953118,0.00006334509,0.0003033931],"study_design_scores_gemma":[0.00001752445,0.00007157211,0.9994837,0.000004703283,0.00004351712,0.0001024064,0.00009537639,0.00006593336,0.00001699479,0.000004753019,0.00009106808,0.000002515048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989969,0.0001734564,0.00004596934,0.00001672908,0.000008328541,0.00001072234,0.0006135624,0.000001659455,0.0001327132],"genre_scores_gemma":[0.9985569,0.0001064142,0.00006534944,0.00003766891,0.000009461067,0.00001695952,0.0009212568,0.000002097031,0.0002840489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107956,"threshold_uncertainty_score":0.04191375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07562580781073673,"score_gpt":0.4072058125476252,"score_spread":0.3315800047368884,"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."}}