{"id":"W2517490114","doi":"10.1016/j.sapharm.2016.08.006","title":"Community-dwelling older people's attitudes towards deprescribing in Canada","year":2016,"lang":"en","type":"article","venue":"Research in Social and Administrative Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"Capital District Health Authority; Université du Québec à Rimouski; Nova Scotia Health Authority; Dalhousie University; Institut National de Santé Publique du Québec","funders":"National Health and Medical Research Council; Medical Research Council; Fonds de Recherche du Québec - Santé","keywords":"Deprescribing; Polypharmacy; Medicine; Likert scale; Older people; Pharmacy; Beers Criteria; Feeling; Community pharmacy; Gerontology; Family medicine; Psychology; Social psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233044,0.0001266643,0.0002764302,0.0000866559,0.0002985999,0.00003132664,0.0001271037,0.00003217767,0.0001871188],"category_scores_gemma":[0.000299598,0.00008972618,0.00003359014,0.0004144334,0.0001741207,0.0002221742,0.0001334088,0.0009437454,0.000005129321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000603803,"about_ca_system_score_gemma":0.001942589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5605235,"about_ca_topic_score_gemma":0.6760573,"domain_scores_codex":[0.9975761,0.0009163996,0.0002742186,0.0002026242,0.0005163366,0.0005143515],"domain_scores_gemma":[0.9984065,0.001108397,0.00004211021,0.00008842149,0.0001001722,0.0002544064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004385289,0.0002559983,0.956219,0.000182235,0.00002911951,0.0001578715,0.001396863,2.013808e-7,0.0009380058,0.0004059284,0.0001818368,0.03979447],"study_design_scores_gemma":[0.004595884,0.0001206659,0.9821801,0.0003758915,0.00001496207,0.00001542098,0.003754382,0.000147243,0.002439321,0.0006681963,0.005504164,0.0001837357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744222,0.0002974611,0.00001160312,0.01820504,0.0000578652,0.0004123917,0.00002880131,0.000009018107,0.006555679],"genre_scores_gemma":[0.9987944,0.0004762661,0.00003189946,0.0003901171,0.0001187574,0.00003495753,0.000004609756,0.000009603068,0.0001394051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155339,"threshold_uncertainty_score":0.442403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6291334239220945,"score_gpt":0.5732300580897254,"score_spread":0.0559033658323691,"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."}}