{"id":"W3095751853","doi":"10.1186/s12877-020-01843-x","title":"What do older adults with multimorbidity and polypharmacy think about deprescribing? The LESS study - a primary care-based survey","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Deprescribing; Polypharmacy; Medicine; Beers Criteria; Family medicine; Geriatrics; Likert scale; Multimorbidity; Medication therapy management; Primary care; Pharmacist; Psychiatry; Pharmacy; Chronic disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005000643,0.0002584992,0.0003761784,0.00004738102,0.0001868929,0.000217714,0.0001843259,0.00006419924,0.00003433558],"category_scores_gemma":[0.0003320325,0.0001546462,0.00007205607,0.0004025071,0.00007332656,0.0003657435,0.0001314426,0.0004693043,0.00001120418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004639237,"about_ca_system_score_gemma":0.0002414631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005017807,"about_ca_topic_score_gemma":0.0001229518,"domain_scores_codex":[0.9978947,0.000470471,0.0003078134,0.0004721501,0.0005543199,0.0003005144],"domain_scores_gemma":[0.9979166,0.001024997,0.000175235,0.0003513831,0.0001885729,0.0003431471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004438678,0.0004312599,0.9818118,0.0006445474,0.00006828913,0.000049864,0.006632529,0.00003706392,0.00001674002,0.000001192654,0.0002199233,0.005648112],"study_design_scores_gemma":[0.01247856,0.0005499568,0.9745966,0.0001127061,0.0005235106,0.000008692577,0.006913083,0.003390418,0.00009850759,4.655251e-7,0.00107657,0.0002509004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890198,0.007021975,0.0003257063,0.0007013978,0.0004142451,0.002298268,0.00004471959,0.00008471638,0.00008924928],"genre_scores_gemma":[0.9943137,0.0005822656,0.0005218724,0.004202614,0.0002166701,0.00003093871,0.00008012459,0.00003732624,0.00001447435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008039884,"threshold_uncertainty_score":0.630629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335932664245337,"score_gpt":0.3574507038456958,"score_spread":0.2238574374211621,"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."}}