{"id":"W6977254085","doi":"10.6084/m9.figshare.16928244.v1","title":"Additional file 5 of Deprescribing to reduce polypharmacy: study protocol for a randomised controlled trial assessing deprescribing of anticholinergic and sedative drugs in a cohort of frail older people living in the community","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Deprescribing; Older people; Polypharmacy; Randomized controlled trial; Beers Criteria; Cohort; Anticholinergic; Protocol (science)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004936694,0.001381566,0.002488766,0.0009287338,0.001072455,0.001325652,0.00124073,0.001680881,0.7974201],"category_scores_gemma":[0.02471746,0.001019493,0.001846564,0.001494699,0.0004747282,0.001475568,0.000663909,0.001608346,0.04985758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481481,"about_ca_system_score_gemma":0.002733438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887669,"about_ca_topic_score_gemma":0.00644535,"domain_scores_codex":[0.9982279,0.0008040933,0.0003273497,0.0002306912,0.0001927723,0.0002172457],"domain_scores_gemma":[0.985999,0.00907861,0.001920245,0.0006925298,0.001641286,0.0006683261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.07694669,0.001878038,0.001484188,0.04371877,0.000903281,0.0001172715,0.0002783754,0.001057466,0.0005572765,0.004222102,0.8374609,0.03137562],"study_design_scores_gemma":[0.7362452,0.007177552,0.01548615,0.01156106,0.001191148,0.0001693931,0.0001901254,0.002502338,0.0009104215,0.009026838,0.2153772,0.0001624974],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.004268166,0.0005367684,0.002371101,0.001501137,0.0006020999,0.1559698,0.818363,0.0008257774,0.01556212],"genre_scores_gemma":[0.03529241,0.0007786222,0.01090753,0.00308194,0.0005653205,0.793493,0.1087706,0.0003725286,0.04673804],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7974201,"threshold_uncertainty_score":0.2889556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586073797767356,"score_gpt":0.4390440040356535,"score_spread":0.280436624258918,"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."}}