{"id":"W4406196084","doi":"10.1002/alz.086917","title":"Drug‐related problems among older adults with Mild Cognitive Impairment and dementia receiving care at Multi‐specialty Interprofessional Team‐based (MINT) memory clinic","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Medicine; Dementia; Interquartile range; Memory clinic; Checklist; Polypharmacy; Beers Criteria; Medical prescription; Cognitive impairment; Specialty; Cognition; Pediatrics; Psychiatry; Internal medicine; Psychology; Disease","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":[0.0004984874,0.0002038151,0.0003824455,0.0008866011,0.0006121204,0.0005277633,0.0002606314,0.0003906437,0.001565162],"category_scores_gemma":[0.001956116,0.0001750889,0.000324302,0.0009206548,0.0001660912,0.0003848715,0.0004932358,0.0003585024,0.0001517383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003544997,"about_ca_system_score_gemma":0.0004587172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007075082,"about_ca_topic_score_gemma":0.01244951,"domain_scores_codex":[0.9993665,0.0001505018,0.0001302629,0.0001056689,0.0001439963,0.0001031212],"domain_scores_gemma":[0.9986778,0.0001542487,0.0007753299,0.00002525915,0.0001162714,0.0002509335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004198836,0.0001327402,0.9977332,0.0000311326,0.00002204447,0.00009228402,0.0001549426,0.000006705957,0.00005397947,0.000003664007,0.00008477783,0.001642492],"study_design_scores_gemma":[0.000007558392,0.0001453415,0.9991043,0.00001979797,0.00001563172,0.0002363054,0.0003446584,0.00003934711,0.00001700823,0.000005386687,0.0000627294,0.000001749265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991785,0.0003425003,0.00001780014,0.00003496005,0.000004598429,0.00001995397,0.0001166173,0.000001311589,0.0002835822],"genre_scores_gemma":[0.9995089,0.0001644943,0.00005001207,0.00006200121,0.00001301728,0.00001937847,0.0001020895,2.661923e-7,0.00007978161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007075082,"threshold_uncertainty_score":0.01406777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128305378893371,"score_gpt":0.3514608325512472,"score_spread":0.3101777787623135,"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."}}