{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004738113,0.001561361,0.002217826,0.0008371084,0.001115163,0.00129691,0.001318589,0.001575645,0.7836814],"category_scores_gemma":[0.02111812,0.000996612,0.001558085,0.001428245,0.0004867305,0.001257184,0.0005969887,0.00170581,0.04435151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532238,"about_ca_system_score_gemma":0.003280261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002936398,"about_ca_topic_score_gemma":0.006614926,"domain_scores_codex":[0.9985541,0.0006610182,0.0002250162,0.0001836271,0.0001693176,0.0002070009],"domain_scores_gemma":[0.9890292,0.006941224,0.001445681,0.0005772287,0.001394328,0.0006124162],"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":[0.09498926,0.002283297,0.001189023,0.03761481,0.0008264154,0.0001367355,0.0002815854,0.001032562,0.0005649159,0.004134133,0.825911,0.03103621],"study_design_scores_gemma":[0.7794535,0.007556327,0.01055535,0.009431791,0.0009493725,0.0001451035,0.0001644736,0.002120234,0.0007886195,0.007560242,0.1811461,0.0001290461],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.005055936,0.0005840641,0.002529328,0.001699246,0.0008334732,0.2405354,0.7314326,0.0008052555,0.01652479],"genre_scores_gemma":[0.02454604,0.0006291389,0.008608857,0.002201508,0.0004721016,0.8631942,0.06415453,0.0002620599,0.03593161],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7836814,"threshold_uncertainty_score":0.3085522,"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."}}