{"id":"W2959731718","doi":"10.1016/j.sapharm.2019.07.007","title":"Patients beliefs and attitudes towards deprescribing: Can deprescribing success be predicted?","year":2019,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Deprescribing; Polypharmacy; Psychology; Medicine; Intensive care medicine","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":[0.003838047,0.0003298149,0.0005263855,0.001016245,0.001046194,0.002134614,0.0006012998,0.001400667,0.004420902],"category_scores_gemma":[0.03006555,0.0003404208,0.0008398328,0.001201729,0.001129395,0.001348669,0.0008349856,0.002683371,0.0005562153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030479,"about_ca_system_score_gemma":0.001517548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008290281,"about_ca_topic_score_gemma":0.01382116,"domain_scores_codex":[0.9970396,0.00118422,0.0003060829,0.0002300133,0.0008311789,0.0004088703],"domain_scores_gemma":[0.9660958,0.01387946,0.01210971,0.001056875,0.002236204,0.004621905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008910822,0.0004579614,0.9955637,0.00001778239,0.00007622615,0.00002743453,0.0004398285,0.00002169687,0.00003408049,0.00009450866,0.0001177243,0.003060006],"study_design_scores_gemma":[0.00001555251,0.0001433752,0.9981591,0.0000289358,0.00005666105,0.00005436075,0.0008790335,0.0001885527,0.00005920662,0.0001667595,0.0002399129,0.000008639231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949661,0.0004484596,0.00007163067,0.001329405,0.00002280748,0.00001768761,0.0001689161,0.000002483756,0.002972543],"genre_scores_gemma":[0.9990132,0.0002368603,0.00008626176,0.000247451,0.000026737,0.000008826551,0.0001187871,0.000001634571,0.0002600772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008290281,"threshold_uncertainty_score":0.02029777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.52849720291679,"score_gpt":0.5554040957570958,"score_spread":0.02690689284030578,"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."}}