{"id":"W6921065502","doi":"10.6084/m9.figshare.16928235.v1","title":"Additional file 2 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; Beers Criteria; Anticholinergic; 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":[0.004634073,0.001286555,0.002101295,0.0008718162,0.001040398,0.0012827,0.001220079,0.001656514,0.7901073],"category_scores_gemma":[0.02533267,0.0009193325,0.001498941,0.001503993,0.0004651129,0.001390562,0.0006309866,0.001675994,0.05162876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351185,"about_ca_system_score_gemma":0.002910236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002777515,"about_ca_topic_score_gemma":0.005925895,"domain_scores_codex":[0.9983909,0.0007318513,0.0002739573,0.0002245621,0.0001797595,0.000199063],"domain_scores_gemma":[0.9851435,0.009848488,0.001821738,0.0007307333,0.00173944,0.0007160655],"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":[0.05127817,0.001451677,0.00118118,0.02620005,0.0005838562,0.0001051482,0.0002091357,0.0008183681,0.0003682198,0.003602625,0.8903803,0.02382131],"study_design_scores_gemma":[0.6952911,0.006728626,0.01513935,0.01089064,0.0009664134,0.000201479,0.0001938579,0.002545391,0.000786394,0.01004301,0.2570628,0.0001509594],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.00369102,0.0004059595,0.002113533,0.001793061,0.0006597597,0.1276553,0.8482532,0.0006977289,0.01473049],"genre_scores_gemma":[0.03234378,0.0007189655,0.0102889,0.003835582,0.0007017805,0.783363,0.1192604,0.0004014419,0.04908616],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.7901073,"threshold_uncertainty_score":0.2993864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568645953979818,"score_gpt":0.4388251240669507,"score_spread":0.2819605286689689,"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."}}