{"id":"W6977130362","doi":"10.6084/m9.figshare.16928238","title":"Additional file 3 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":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Deprescribing; Older people; Polypharmacy; Randomized controlled trial; Cohort; Anticholinergic; Beers Criteria; 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":[0.004868561,0.001405857,0.00217997,0.0007364671,0.001164834,0.001297563,0.001196907,0.001742933,0.7711605],"category_scores_gemma":[0.02281788,0.0009833715,0.00155492,0.001137882,0.0004492392,0.001194301,0.0006542329,0.001768391,0.05052877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145599,"about_ca_system_score_gemma":0.003143719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029685,"about_ca_topic_score_gemma":0.006691276,"domain_scores_codex":[0.9985313,0.0006823684,0.0002333263,0.0001862798,0.0001703328,0.0001963703],"domain_scores_gemma":[0.987581,0.00785329,0.001644122,0.0006981362,0.001583105,0.00064033],"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":[0.09309835,0.001950695,0.00108674,0.02905647,0.0007952023,0.0001136752,0.0002523671,0.0008910027,0.0004387156,0.003580228,0.8361238,0.03261271],"study_design_scores_gemma":[0.7674639,0.007248621,0.009933613,0.00891804,0.001002642,0.0001475298,0.0001679252,0.002020208,0.0007094898,0.007942364,0.1943157,0.0001300447],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.004900806,0.0005687621,0.003147236,0.001811469,0.0009012939,0.2169612,0.7522407,0.001059084,0.01840943],"genre_scores_gemma":[0.02704403,0.0005716632,0.008939614,0.00276747,0.0004522577,0.8595406,0.06076761,0.0003325964,0.03958419],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7711605,"threshold_uncertainty_score":0.3264118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05811767913481995,"score_gpt":0.3334909177533995,"score_spread":0.2753732386185795,"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."}}