{"id":"W2794077735","doi":"10.1111/bcp.13590","title":"The relationship between frailty and polypharmacy in older people: A systematic review","year":2018,"lang":"en","type":"review","venue":"British Journal of Clinical Pharmacology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":473,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Gerontology; Older people; Medicine; Geriatrics; MEDLINE; Intensive care medicine; Psychiatry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004794184,0.001261403,0.00577312,0.006597811,0.0005205071,0.002083528,0.001166394,0.00161966,0.003704834],"category_scores_gemma":[0.02453526,0.0007979783,0.005378003,0.007488849,0.0006446765,0.001739669,0.001101822,0.0009999569,0.0002217813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763803,"about_ca_system_score_gemma":0.008642457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008338794,"about_ca_topic_score_gemma":0.02245578,"domain_scores_codex":[0.996454,0.001230222,0.001119743,0.0002705258,0.000785492,0.0001399488],"domain_scores_gemma":[0.9819025,0.0133149,0.003207142,0.0001673491,0.00120489,0.0002032666],"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":[0.0001198594,0.00001274208,0.0009071971,0.9585404,0.007151371,0.000111228,0.0001350033,0.00007869787,0.00008548718,0.0001372285,0.001162989,0.03155784],"study_design_scores_gemma":[0.0002308291,0.0002568186,0.009595571,0.884918,0.08449941,0.0008687701,0.0002727627,0.0001371636,0.0001663359,0.0003494378,0.01866093,0.00004383503],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007393269,0.9986547,0.00005587581,0.0001234221,0.00004844607,0.0001099978,0.0001052804,0.000003643772,0.0001592499],"genre_scores_gemma":[0.01257858,0.986415,0.0002884977,0.0002524567,0.00005590976,0.0002196557,0.00008940858,0.000002040047,0.00009848826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008338794,"threshold_uncertainty_score":0.02535433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2032064373609586,"score_gpt":0.5213130348546224,"score_spread":0.3181065974936638,"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."}}