{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791642,0.00008353914,0.0001461009,0.00008287196,0.00002270586,0.000008417864,0.00003860165,0.00001536515,0.0001048455],"category_scores_gemma":[0.00004272774,0.00007459254,0.00001684275,0.0001520539,0.000008210885,0.000146978,0.00005177061,0.00008581835,0.00000949591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007162228,"about_ca_system_score_gemma":0.00006120963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001912194,"about_ca_topic_score_gemma":0.000007257862,"domain_scores_codex":[0.9989886,0.00005741352,0.0002987629,0.0002013012,0.0003312801,0.0001226679],"domain_scores_gemma":[0.9995208,0.00002976977,0.00006859867,0.0001091769,0.00008924208,0.0001823896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001301424,0.002764201,0.1568578,0.001099464,0.0003325623,0.0001087722,0.01144297,0.000009907003,0.009544653,0.0003268927,0.0001084538,0.8161029],"study_design_scores_gemma":[0.02037269,0.0001260955,0.3288422,0.0006794701,0.0003462773,0.00003695751,0.002924758,0.002842476,0.5735727,0.00001565724,0.06994744,0.0002932906],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954352,0.0001824264,0.00008890417,0.002470798,0.0001167202,0.0006394421,0.000001451451,0.00002003904,0.001045035],"genre_scores_gemma":[0.9900944,0.0001675446,0.008309774,0.00126318,0.00002072346,0.00004929294,0.00004340167,0.000007253515,0.00004449285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8158097,"threshold_uncertainty_score":0.3041795,"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."}}