{"id":"W4288070015","doi":"10.3310/aafo2475","title":"Deprescribing medicines in older people living with multimorbidity and polypharmacy: the TAILOR evidence synthesis","year":2022,"lang":"en","type":"review","venue":"Health Technology Assessment","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Technology Assessment Programme; National Institute for Health and Care Research","keywords":"Deprescribing; Polypharmacy; Medicine; Cochrane Library; MEDLINE; Systematic review; Best practice; Medication therapy management; Nursing; Randomized controlled trial; Family medicine; Pharmacy; Pharmacist; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002131146,0.0004247325,0.001823081,0.0005392742,0.000393184,0.00002146562,0.0003376412,0.0002178321,0.0004010338],"category_scores_gemma":[0.001273222,0.0002444097,0.0001118129,0.001022233,0.0002040465,0.0001364667,0.0004618797,0.002598545,0.000004844715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000888,"about_ca_system_score_gemma":0.001254192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003303878,"about_ca_topic_score_gemma":0.0001504421,"domain_scores_codex":[0.9966248,0.000780636,0.0008226713,0.000662606,0.0005012175,0.0006081033],"domain_scores_gemma":[0.9921377,0.006351586,0.0006790937,0.0006184821,0.00003105375,0.0001820761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002500892,0.0002506803,0.06526051,0.02094409,0.0001545192,0.00007767676,0.0001396285,5.260543e-7,2.391171e-7,0.00009148602,0.0002369484,0.9128187],"study_design_scores_gemma":[0.0007035999,0.0004731663,0.01642734,0.04104867,0.001606517,0.0008537949,0.001164739,0.000410908,7.603163e-7,0.000007872031,0.936929,0.0003736378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006624382,0.9700222,0.0000839105,0.02546934,0.0002468504,0.003264406,0.00001233472,0.0001462616,0.00009225155],"genre_scores_gemma":[0.0162315,0.9793938,0.0008767185,0.001696857,0.00005613008,0.001655654,0.000008880068,0.00005234651,0.00002806281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9366921,"threshold_uncertainty_score":0.9997025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.259647231446693,"score_gpt":0.5150714900819288,"score_spread":0.2554242586352357,"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."}}