{"id":"W2889036936","doi":"10.1016/j.sapharm.2018.08.011","title":"Deprescribing: An educational imperative","year":2018,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Bruyère; University of Ottawa; University of Waterloo; University of Toronto; University of Manitoba","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Deprescribing; Health care; Medicine; Nursing; Medical education; Competence (human resources); Syllabus; Context (archaeology); Thematic analysis; Polypharmacy; Patient safety; Psychology; Pedagogy; Qualitative research; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.1720886,0.001010918,0.002146817,0.003477735,0.009315375,0.0162898,0.005513879,0.03813694,0.01310488],"category_scores_gemma":[0.3087829,0.001447804,0.001583885,0.001831825,0.02013781,0.02939889,0.01844572,0.06661331,0.002380643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010862,"about_ca_system_score_gemma":0.1252656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005685335,"about_ca_topic_score_gemma":0.02309191,"domain_scores_codex":[0.940144,0.03148877,0.006054366,0.003612117,0.01368546,0.005015287],"domain_scores_gemma":[0.2592093,0.495329,0.02517259,0.02585756,0.06698489,0.1274467],"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":[0.0001684427,0.002442093,0.01529005,0.003229297,0.0001368094,0.001426529,0.008668333,0.000456556,0.0009744136,0.1022185,0.5754161,0.2895729],"study_design_scores_gemma":[0.0004807832,0.001191172,0.0281571,0.01949806,0.0001969929,0.003033552,0.02873742,0.001397877,0.001477644,0.2067041,0.7087318,0.0003935607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007306523,0.002152815,0.0004847802,0.9927065,0.002784031,0.00001471827,0.00001180746,0.00001869188,0.001096098],"genre_scores_gemma":[0.05994788,0.01820139,0.01073171,0.8674186,0.03827251,0.0002348503,0.0000932797,0.00006051856,0.005039233],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1720886,"threshold_uncertainty_score":0.9101026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7565432389543413,"score_gpt":0.6626579367142609,"score_spread":0.0938853022400804,"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."}}