{"id":"W6939669702","doi":"10.6084/m9.figshare.16928235","title":"Additional file 2 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":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Deprescribing; Older people; Polypharmacy; Randomized controlled trial; Cohort; Beers Criteria; 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":[0.004300082,0.001306799,0.002156066,0.0007537201,0.0009676155,0.001200833,0.001173289,0.001753154,0.7543413],"category_scores_gemma":[0.01943254,0.0009256066,0.001499034,0.001243462,0.0004379506,0.00118751,0.0005998811,0.001779193,0.0373018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351063,"about_ca_system_score_gemma":0.002855131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002641727,"about_ca_topic_score_gemma":0.005455781,"domain_scores_codex":[0.9987164,0.0005797804,0.0002112093,0.0001898258,0.0001316401,0.0001712185],"domain_scores_gemma":[0.9893906,0.006877447,0.001383187,0.0005779347,0.00117768,0.0005932347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1105625,0.002113054,0.001264382,0.0426934,0.001028783,0.0001484575,0.0002690083,0.001202261,0.0005410325,0.00497518,0.7979926,0.03720932],"study_design_scores_gemma":[0.8011073,0.006913649,0.009782881,0.009177214,0.0009948707,0.0001479647,0.0001371262,0.00213316,0.0006068643,0.008008031,0.1608734,0.0001175876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.005452924,0.0006368636,0.002872685,0.001746569,0.0008486523,0.1835477,0.7895671,0.0008495325,0.01447807],"genre_scores_gemma":[0.03282784,0.0006741022,0.01023674,0.002975755,0.0005080882,0.844657,0.07294831,0.0002814691,0.03489061],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7543413,"threshold_uncertainty_score":0.3504023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0501955969828141,"score_gpt":0.319928358729952,"score_spread":0.2697327617471378,"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."}}