{"id":"W2557354671","doi":"10.1111/epi.13593","title":"Antiepileptic drugs and hyponatremia in older adults: Two population‐based cohort studies","year":2016,"lang":"en","type":"article","venue":"Epilepsia","topic":"Pharmacological Effects and Toxicity Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Western University","funders":"Universidade Católica de Brasília; Western University; Ontario Ministry of Health and Long-Term Care; Sunovion; Schulich School of Medicine and Dentistry; Eisai; Ontario Brain Institute; Academic Medical Organization of Southwestern Ontario; London Health Sciences Centre; Canadian Institutes of Health Research; Lawson Health Research Institute","keywords":"Medicine; Hyponatremia; Carbamazepine; Retrospective cohort study; Topiramate; Population; Cohort study; Propensity score matching; Internal medicine; Relative risk; Pediatrics; Confidence interval; Cohort; Epilepsy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002909131,0.0001868357,0.0004834872,0.0001242433,0.00007694016,0.000006861684,0.000048652,0.00005949914,0.0001187443],"category_scores_gemma":[0.0003947823,0.0001057622,0.00006051922,0.0001733882,0.0001342489,0.0000820875,0.0000642529,0.0001276255,0.00002971274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215676,"about_ca_system_score_gemma":0.00001972231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006130752,"about_ca_topic_score_gemma":0.00001898488,"domain_scores_codex":[0.9987939,0.00008084143,0.0002817246,0.0003488907,0.0002084869,0.0002861311],"domain_scores_gemma":[0.9990471,0.0005624256,0.00006683247,0.0001480271,0.00006811402,0.0001074843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002659586,0.0001541176,0.9729224,0.0001215237,0.0001296434,0.00006288123,0.0002142397,0.000001963463,0.001173205,0.0001127751,0.00187394,0.02296735],"study_design_scores_gemma":[0.005946427,0.0001818431,0.9915283,0.0006377089,0.0001048901,0.000006210365,0.0001100609,0.0002293958,0.0005746568,0.0002071687,0.000315617,0.0001577118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923775,0.00173157,0.00003578028,0.004017037,0.0001468274,0.0006723743,0.000008719043,0.00007676894,0.0009334441],"genre_scores_gemma":[0.9970664,0.0006401021,0.0002598653,0.001524262,0.000125447,0.00007764892,0.000005897517,0.00001491278,0.0002854363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02280964,"threshold_uncertainty_score":0.4312859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587572781993434,"score_gpt":0.3270460000698026,"score_spread":0.3111702722498683,"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."}}