{"id":"W3217372858","doi":"10.5770/cgj.24.516","title":"Prevalence and Factors that Influence Potentially Inappropriate Medication Use among Thai Elderly in Primary Care Settings","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polypharmacy; Medical prescription; Logistic regression; Lorazepam; Beers Criteria; Primary care; Cross-sectional study; Pediatrics; Emergency medicine; Internal medicine; Family medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000478697,0.0001726181,0.0002247916,0.0006866532,0.0006741404,0.0008606165,0.0002170996,0.0003105676,0.001601856],"category_scores_gemma":[0.002429115,0.0002479013,0.0002882649,0.001025716,0.0003527966,0.0004516506,0.0005144647,0.0004332113,0.0001359632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927716,"about_ca_system_score_gemma":0.0006329676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.013705,"about_ca_topic_score_gemma":0.01562862,"domain_scores_codex":[0.9992949,0.0001903053,0.000152247,0.00009436189,0.0001631609,0.0001050353],"domain_scores_gemma":[0.9977139,0.0003721788,0.001163191,0.00006230031,0.0002453775,0.0004429976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001058092,0.00001986473,0.9989269,0.00002681364,0.00001094586,0.0001400804,0.0002137241,0.000005875577,0.00003575232,0.000004680123,0.00006351987,0.0005411742],"study_design_scores_gemma":[0.000001914757,0.00006509881,0.9976266,0.00003510287,0.00001384184,0.0006467715,0.001372075,0.00005801211,0.00001897811,0.00001413093,0.0001446425,0.000002877808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987069,0.0004482659,0.000027845,0.0001166082,0.000005321132,0.00001030278,0.0001894835,0.000001533363,0.0004936767],"genre_scores_gemma":[0.9994652,0.0002774698,0.00004339199,0.00004581465,0.000008435741,0.000006489885,0.00009360316,5.301313e-7,0.00005914579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013705,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618269171614123,"score_gpt":0.2923683343745647,"score_spread":0.2561856426584234,"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."}}