{"id":"W6902079323","doi":"10.6084/m9.figshare.16928238.v1","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":"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":[0.005266875,0.001428047,0.002206476,0.0009114549,0.001191034,0.001370516,0.001247929,0.001615889,0.8010914],"category_scores_gemma":[0.02566676,0.0009779619,0.001562987,0.001433695,0.0004831828,0.00136132,0.0006960068,0.001680783,0.05823503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511125,"about_ca_system_score_gemma":0.003355886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002966386,"about_ca_topic_score_gemma":0.006728392,"domain_scores_codex":[0.9983182,0.0007689426,0.0002848234,0.0002063182,0.0001998919,0.0002218542],"domain_scores_gemma":[0.9858569,0.009163296,0.001768809,0.0007304607,0.001766206,0.0007142953],"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":[0.06042477,0.001640302,0.001063266,0.02720825,0.0005770991,0.0001029622,0.0002323511,0.0007697341,0.0003960094,0.003230825,0.8787431,0.02561132],"study_design_scores_gemma":[0.7104873,0.007118844,0.01266202,0.009950025,0.0009190753,0.0001723244,0.0002052613,0.002425504,0.000811629,0.00888689,0.2462084,0.0001527803],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.003727942,0.0004019109,0.002403992,0.001534533,0.0007072653,0.1842656,0.7899008,0.00084998,0.01620794],"genre_scores_gemma":[0.02359754,0.0005408906,0.008338354,0.002417702,0.0004670595,0.8433399,0.08100124,0.0003428065,0.03995455],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8010914,"threshold_uncertainty_score":0.283719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586322130942184,"score_gpt":0.4389356043350569,"score_spread":0.2803033912408385,"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."}}