{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006680028,0.0001033069,0.0001629562,0.0000808367,0.0004277754,0.00006295976,0.00007620264,0.0000361214,0.0007151935],"category_scores_gemma":[0.0002164329,0.00008679249,0.00003186118,0.0003910759,0.0007052955,0.0003534895,0.00005990996,0.000472318,0.00004584264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009147009,"about_ca_system_score_gemma":0.0005830358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001197374,"about_ca_topic_score_gemma":0.000051092,"domain_scores_codex":[0.9983667,0.0004054666,0.0001827491,0.0002858413,0.000397791,0.0003614173],"domain_scores_gemma":[0.9989241,0.0003599713,0.0000318787,0.0000678134,0.0002867696,0.0003294018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003228761,0.002130363,0.8711802,0.0001332063,0.0001154554,0.00009875325,0.0089441,4.337544e-8,0.01130126,0.05571968,0.002439786,0.04470841],"study_design_scores_gemma":[0.0129639,0.00465892,0.7476637,0.0001870505,0.0001023419,0.0001602512,0.01156437,0.00281873,0.0270403,0.04805291,0.1440251,0.00076244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9332197,0.0001542658,0.000006024301,0.02072481,0.00008268567,0.0004382297,0.0000236803,0.00001318096,0.04533747],"genre_scores_gemma":[0.997327,0.0000857702,0.0001758864,0.0006787963,0.001196702,0.00004376018,0.00002034064,0.00000776648,0.0004639736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1415853,"threshold_uncertainty_score":0.7830867,"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."}}