{"id":"W6977350553","doi":"10.6084/m9.figshare.16928232.v1","title":"Additional file 1 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; 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":[0.005194476,0.001486993,0.002267557,0.001055239,0.001022586,0.001236358,0.00119259,0.001512724,0.7605517],"category_scores_gemma":[0.03029157,0.0009658724,0.001635714,0.001695719,0.0005343492,0.001409973,0.0006347688,0.001635043,0.04265321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324778,"about_ca_system_score_gemma":0.003286051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002734005,"about_ca_topic_score_gemma":0.005940382,"domain_scores_codex":[0.9982736,0.0008041431,0.0003272566,0.000228739,0.0001872445,0.0001790155],"domain_scores_gemma":[0.9816539,0.01269431,0.002321986,0.0007682515,0.001912998,0.0006485885],"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":[0.04758735,0.001579219,0.001518513,0.04025184,0.0007419621,0.0001057649,0.00027886,0.001036381,0.000342453,0.004095504,0.873823,0.02863915],"study_design_scores_gemma":[0.6872498,0.007276169,0.01799721,0.01545269,0.001304691,0.0002353948,0.0002748153,0.002880019,0.0007756721,0.0127188,0.2536299,0.0002047728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003568385,0.000505454,0.00249852,0.001296617,0.0004593375,0.1207304,0.8600929,0.0006848797,0.01016357],"genre_scores_gemma":[0.02809678,0.00078266,0.01173759,0.002307014,0.0004256812,0.8199694,0.1061705,0.0003529394,0.03015744],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7605517,"threshold_uncertainty_score":0.3415439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606710234992123,"score_gpt":0.4393920452446695,"score_spread":0.2787210217454572,"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."}}