{"id":"W2961284413","doi":"10.1016/j.sapharm.2019.07.004","title":"A collaborative intervention for deprescribing: The role of stakeholder and patient engagement","year":2019,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon Health Network; Veterans Affairs Canada; Saint John Regional Hospital; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Deprescribing; Intervention (counseling); Stakeholder; Nursing; Medicine; Stakeholder engagement; Patient safety; Health care; Polypharmacy; Public relations; 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":[0.0008329067,0.00007616451,0.0001675998,0.0000437307,0.0001461155,0.00002847581,0.00004325215,0.0000216571,0.0000600147],"category_scores_gemma":[0.00014623,0.00005145844,0.00003861927,0.0002187838,0.0001964488,0.0001160964,0.00007870189,0.0002829847,0.000001388922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003844462,"about_ca_system_score_gemma":0.0001149473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004797056,"about_ca_topic_score_gemma":0.0000102873,"domain_scores_codex":[0.9987314,0.0004127144,0.0002091224,0.0001716545,0.0002762853,0.0001987767],"domain_scores_gemma":[0.9989239,0.0006791046,0.00007271626,0.00005070876,0.0001951509,0.00007840721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007924451,0.001650103,0.5793959,0.0009201349,0.0003542053,0.00001461049,0.02453689,7.762023e-7,0.01780331,0.03218223,0.0004507287,0.3347666],"study_design_scores_gemma":[0.02991216,0.008121802,0.1422036,0.0006991149,0.0002613882,0.00001768285,0.2248756,0.004914727,0.09858546,0.02639444,0.4634586,0.0005555076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882654,0.001440887,0.000005916998,0.003573659,0.00003522059,0.001869489,0.00006319502,0.000003974091,0.004742276],"genre_scores_gemma":[0.9993883,0.0001939582,0.00006072005,0.0001186414,0.00003892546,0.0001174238,0.000006863072,0.000005178092,0.00006999016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4630078,"threshold_uncertainty_score":0.2098414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5611608262535617,"score_gpt":0.5643346893781717,"score_spread":0.003173863124609988,"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."}}