{"id":"W4365450030","doi":"10.1093/ijpp/riad021.002","title":"438 Patterns and appropriateness of prescribing for people with dementia in ambulatory care in Saudi Arabia: A cross-sectional study","year":2023,"lang":"en","type":"article","venue":"International Journal of Pharmacy Practice","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Polypharmacy; Dementia; Beers Criteria; Logistic regression; Odds ratio; Cross-sectional study; Population; Medical prescription; Ambulatory; Family medicine; Descriptive statistics; Pediatrics; Environmental health; Disease; Internal medicine; Nursing","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":[0.0007048199,0.0002051997,0.0003012326,0.0009521931,0.0004095999,0.0006466077,0.0003661421,0.0003655675,0.001372541],"category_scores_gemma":[0.001764305,0.0002284997,0.0003670636,0.001463804,0.0001909519,0.0004264452,0.0004620728,0.0002813262,0.0002218259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006743531,"about_ca_system_score_gemma":0.0006093665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03448541,"about_ca_topic_score_gemma":0.03492029,"domain_scores_codex":[0.9994707,0.0001131909,0.0001488258,0.00007785152,0.0001237167,0.0000658186],"domain_scores_gemma":[0.9985673,0.0001358901,0.0008555541,0.00005264689,0.0002522118,0.0001363608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002325141,0.00002408561,0.9986705,0.00003979739,0.00002602902,0.00003360378,0.0002518527,0.00001076509,0.00005882301,0.000005768337,0.00006803997,0.0007874757],"study_design_scores_gemma":[0.000002340753,0.0000523913,0.9989235,0.00002912093,0.00001449109,0.0001414634,0.0005849197,0.00009357991,0.00002447327,0.000004598856,0.0001260122,0.000003127933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987391,0.0002982693,0.0000266611,0.00004540127,0.000002378659,0.00001531804,0.0006757908,0.000001312844,0.0001958893],"genre_scores_gemma":[0.9991223,0.0002576083,0.00009542113,0.0000420828,0.000004968135,0.00001261703,0.0003914665,5.07136e-7,0.00007304466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03448541,"threshold_uncertainty_score":0.06856936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111932816849177,"score_gpt":0.4567817980419209,"score_spread":0.3455885163570032,"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."}}