{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003236868,0.0001463244,0.0002193671,0.0002804526,0.0001639835,0.0001949236,0.0001056441,0.0001374767,0.00007074316],"category_scores_gemma":[0.0007087084,0.0001315429,0.00005881351,0.0002939969,0.00006550345,0.0007660234,0.00003691697,0.0007377444,0.000002790253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000465259,"about_ca_system_score_gemma":0.001584373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004978363,"about_ca_topic_score_gemma":0.005539183,"domain_scores_codex":[0.9985585,0.0001246246,0.0003230744,0.0002392918,0.0003794917,0.0003750024],"domain_scores_gemma":[0.9982963,0.0001604711,0.0002117033,0.0001639136,0.0002248005,0.0009427654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002384285,0.00001428645,0.9911197,0.0002959543,0.0000232009,0.000547353,0.001357519,0.00001035847,0.0001431333,0.000007346925,0.0000603525,0.00639689],"study_design_scores_gemma":[0.0008285891,0.00007715468,0.994166,0.0001982264,0.0001325298,0.0002997794,0.0006148894,0.00007089412,0.0001179913,0.00002987993,0.003320018,0.0001441009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954075,0.002363505,0.00004542421,0.001233279,0.0003316883,0.000222947,0.0000246555,0.000009886025,0.0003610904],"genre_scores_gemma":[0.9960728,0.00183146,0.0005483095,0.00129045,0.0000709299,0.000002623326,0.00003587642,0.00001650633,0.0001310835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006252789,"threshold_uncertainty_score":0.752583,"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."}}