{"id":"W6901965272","doi":"10.6084/m9.figshare.16928247.v1","title":"Additional file 6 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":[0.004509063,0.001411981,0.002278227,0.0007813903,0.001009219,0.001246511,0.001206766,0.001630009,0.7490452],"category_scores_gemma":[0.02002148,0.0009866073,0.001744605,0.001276021,0.0004609586,0.001261526,0.0006280626,0.001904088,0.04565838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292158,"about_ca_system_score_gemma":0.002682357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699785,"about_ca_topic_score_gemma":0.005651547,"domain_scores_codex":[0.9985434,0.0006743745,0.0002387184,0.0001926781,0.0001627501,0.0001882404],"domain_scores_gemma":[0.9896478,0.006348334,0.001439802,0.0006009166,0.00132843,0.0006347325],"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":[0.1156369,0.002430228,0.001395606,0.03486917,0.001005124,0.0001242096,0.0002590189,0.001123087,0.0006169932,0.003977624,0.8054839,0.03307813],"study_design_scores_gemma":[0.8074074,0.006934109,0.01079212,0.007638334,0.000880826,0.0001325724,0.0001351315,0.002066764,0.0007025143,0.006645179,0.1565434,0.0001217053],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.004862394,0.0005449034,0.002567853,0.001628519,0.0007296057,0.2121706,0.7608644,0.0008287528,0.01580291],"genre_scores_gemma":[0.02747044,0.0006319319,0.008551503,0.00226557,0.0004844955,0.851166,0.07422698,0.0002698774,0.03493316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7490452,"threshold_uncertainty_score":0.3579565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586149332040003,"score_gpt":0.4390273949915557,"score_spread":0.2804124617875555,"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."}}