{"id":"W2995686345","doi":"10.1177/2333721419895617","title":"“At 80 I Know Myself”: Embodied Learning and Older Adults’ Experiences of Polypharmacy and Perceptions of Deprescribing","year":2019,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Polypharmacy; Deprescribing; Embodied cognition; Perception; Perspective (graphical); Aging in place; Gerontology; Older people; Medicine; Psychology; Computer science; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006215703,0.0005188825,0.0006140156,0.0009723897,0.003910811,0.005011616,0.0007565875,0.002186251,0.002562555],"category_scores_gemma":[0.01165792,0.0005101691,0.000593945,0.0004152279,0.009285148,0.006465355,0.008534625,0.004105094,0.0003381165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877342,"about_ca_system_score_gemma":0.001788535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006532961,"about_ca_topic_score_gemma":0.01087101,"domain_scores_codex":[0.9965533,0.002075973,0.0001659514,0.0002333176,0.0005105168,0.0004609118],"domain_scores_gemma":[0.9948256,0.002740564,0.0009407942,0.0002192505,0.0004116732,0.0008622052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000553255,0.0000676668,0.00833476,0.0001151092,0.00001887169,0.0004990662,0.9823573,0.00003465214,0.0004671437,0.001149796,0.0005618569,0.006338372],"study_design_scores_gemma":[0.00001493689,0.0001804876,0.009218334,0.0002193661,0.00003154562,0.0008272049,0.9782388,0.0001074587,0.0001797855,0.001319748,0.009619094,0.0000433143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874322,0.001898598,0.0008288299,0.002864282,0.00008419431,0.00002557668,0.00002585286,0.000011339,0.006829141],"genre_scores_gemma":[0.9965682,0.0008645272,0.0003643397,0.0009724364,0.00002012987,0.00001521931,0.00001828077,0.000006687997,0.001170173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006532961,"threshold_uncertainty_score":0.0328722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03814971516472108,"score_gpt":0.3645487025355034,"score_spread":0.3263989873707823,"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."}}