{"id":"W4206214635","doi":"10.1016/j.rcsop.2022.100102","title":"Deprescribing: What is the gold standard? Themes that characterized the discussions at the first Danish symposium on evidence-based deprescribing","year":2022,"lang":"en","type":"article","venue":"Exploratory Research in Clinical and Social Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deprescribing; Danish; Polypharmacy; Medicine; Guideline; Nursing; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1660016,0.001311427,0.0026702,0.003078165,0.01713421,0.02174059,0.004566504,0.02667584,0.001691533],"category_scores_gemma":[0.1498501,0.001522234,0.002073612,0.003623333,0.04454932,0.01958465,0.01578766,0.05222574,0.0005187332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03814607,"about_ca_system_score_gemma":0.04800289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232717,"about_ca_topic_score_gemma":0.0122353,"domain_scores_codex":[0.8241972,0.1287467,0.01154479,0.01105687,0.0177238,0.006730619],"domain_scores_gemma":[0.7972879,0.1592263,0.007818799,0.002670378,0.02127497,0.01172167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003958807,0.0001059152,0.001147034,0.006348751,0.0001094044,0.001655646,0.3615646,0.0006177151,0.002151987,0.4047063,0.1743801,0.04681675],"study_design_scores_gemma":[0.00004913292,0.0001230128,0.001055594,0.01203943,0.00006851382,0.0007034501,0.1646025,0.0003450459,0.0009184077,0.06775869,0.7521042,0.0002319686],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002751785,0.02775778,0.002258924,0.9475742,0.01698677,0.00004694452,0.00003783256,0.000007045967,0.002578801],"genre_scores_gemma":[0.2834094,0.07225235,0.01182591,0.5904933,0.03316316,0.0006028244,0.000178763,0.0002415123,0.007832902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1660016,"threshold_uncertainty_score":0.877911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.664969634491548,"score_gpt":0.5408624315596178,"score_spread":0.1241072029319302,"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."}}