{"id":"W6976974907","doi":"10.6084/m9.figshare.16928241.v1","title":"Additional file 4 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":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Deprescribing; Older people; Randomized controlled trial; Polypharmacy; Cohort; Anticholinergic; Protocol (science); Beers Criteria","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003485378,0.0001092168,0.0004482811,0.0001116202,0.0001679051,0.0001561344,0.0001861244,0.00002691042,0.4516361],"category_scores_gemma":[0.002979244,0.00008095726,0.00008442122,0.0001346244,0.0000149601,0.000711839,0.0001410959,0.0001504837,0.000001346134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009400236,"about_ca_system_score_gemma":0.0001677458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002546903,"about_ca_topic_score_gemma":0.000724284,"domain_scores_codex":[0.99847,0.0004314168,0.0006644274,0.0001033286,0.0002085251,0.0001222741],"domain_scores_gemma":[0.9920807,0.007009441,0.0004137285,0.0001590531,0.0003139898,0.0000231151],"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":[0.03670008,0.001373711,0.0004334307,0.001323849,0.0001941218,0.000001369691,0.4643617,0.00005746769,0.00003413261,0.00007091893,0.4947454,0.0007037924],"study_design_scores_gemma":[0.570015,0.0004730985,0.02448698,0.01273657,0.00006962082,0.000001867669,0.3545239,0.003855994,0.0006933999,0.00004837993,0.03270592,0.0003892751],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1475231,0.000008737343,6.648742e-7,0.00004856851,0.00002234299,0.1285985,0.7188857,0.00001277361,0.004899668],"genre_scores_gemma":[0.6018221,9.835203e-8,0.00009533409,0.0001611361,0.00009882535,0.3468878,0.05085989,0.00001180071,0.0000630494],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6680258,"threshold_uncertainty_score":0.5488651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07769251776266362,"score_gpt":0.323511022937701,"score_spread":0.2458185051750373,"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."}}