{"id":"W1996632509","doi":"10.1159/000101454","title":"Adverse Drug Events in Cognitively Impaired Elderly Patients","year":2007,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Baycrest Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Alzheimer Society Research Program; Alzheimer Society","keywords":"Dementia; Medicine; Logistic regression; Cognitive impairment; Adverse effect; Drug; Cognition; Internal medicine; Population; Pediatrics; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005258828,0.0002295207,0.0004924567,0.0006963849,0.0004504152,0.0004835982,0.0001405336,0.0003166053,0.001558632],"category_scores_gemma":[0.002793428,0.0001276711,0.0004008491,0.0008265927,0.0001773786,0.0002485735,0.000217114,0.0005050826,0.0002042756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418991,"about_ca_system_score_gemma":0.0003406592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368903,"about_ca_topic_score_gemma":0.002686347,"domain_scores_codex":[0.9995775,0.0001343883,0.00006171798,0.00004211258,0.0001220709,0.00006230231],"domain_scores_gemma":[0.9977048,0.0003949656,0.001359705,0.0000423455,0.0001905665,0.0003076525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001514679,0.0000546581,0.9964406,0.00002686365,0.00003464913,0.0002713878,0.00004129774,0.0000211519,0.00007058297,0.00000555924,0.0001024824,0.002779236],"study_design_scores_gemma":[0.00001520299,0.0002458364,0.9981825,0.00001128993,0.0000329588,0.001130725,0.00006207083,0.00005964394,0.0000468072,0.00001860477,0.0001916016,0.00000278262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977864,0.001074522,0.00004292325,0.0001019404,0.000007329031,0.0000153879,0.0001985126,0.000003769087,0.0007690642],"genre_scores_gemma":[0.9991078,0.0004225977,0.00007997969,0.00008861061,0.00002573469,0.000008522603,0.0001587844,5.240066e-7,0.0001074639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002368903,"threshold_uncertainty_score":0.005214155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005632658540980971,"score_gpt":0.2688817599491101,"score_spread":0.2632491014081291,"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."}}