{"id":"W3154757207","doi":"10.3390/pharmacy9020078","title":"Development and Content Validation of an Instrument to Measure Medication Self-Management in Older Adults","year":2021,"lang":"en","type":"article","venue":"Pharmacy","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine; Institute of Aging; Research Institute for Aging; University of Waterloo","funders":"","keywords":"Content validity; Readability; Polypharmacy; Face validity; Relevance (law); Cognition; Medicine; Psychology; Physical therapy; Clinical psychology; Psychometrics; Computer science; Psychiatry; 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":[0.01937242,0.0004524146,0.0006347138,0.002168545,0.0006214035,0.0008310015,0.0009364777,0.0009151315,0.00139454],"category_scores_gemma":[0.02942882,0.0003769224,0.001292047,0.001266984,0.000499081,0.0008281348,0.001507298,0.001029836,0.0005786493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066339,"about_ca_system_score_gemma":0.003723345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284955,"about_ca_topic_score_gemma":0.002036205,"domain_scores_codex":[0.9921956,0.002717094,0.00172828,0.0004349546,0.002618392,0.0003056882],"domain_scores_gemma":[0.974082,0.009470929,0.003486523,0.001087299,0.01113797,0.0007353236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000753639,0.002707499,0.7703815,0.0005687973,0.000226274,0.0001243894,0.003257711,0.0007950675,0.004913739,0.0004918763,0.00267597,0.2131037],"study_design_scores_gemma":[0.0003172344,0.002794039,0.9839337,0.0003266683,0.0001159864,0.0002699617,0.001210757,0.00344135,0.001873486,0.0003710891,0.005311124,0.00003466603],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96771,0.0004110381,0.01247702,0.0004989362,0.0001254458,0.01125685,0.001797816,0.0001371019,0.005585689],"genre_scores_gemma":[0.8706882,0.0005770056,0.09639734,0.0005581384,0.00008773027,0.02656047,0.00344382,0.00003760275,0.001649817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937242,"threshold_uncertainty_score":0.1024523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882941424461547,"score_gpt":0.406540860552247,"score_spread":0.2182467181060923,"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."}}