{"id":"W3182612127","doi":"10.1111/epi.16991","title":"Understanding cardiovascular disease in older adults with epilepsy","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Epilepsy; Medicine; Stroke (engine); Population; Disease; Epidemiology; Confidence interval; Logistic regression; Imputation (statistics); Internal medicine; Demography; Pediatrics; Psychiatry; Missing data; Environmental health","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":[0.0002087716,0.0002065321,0.0004364444,0.000144577,0.00007735767,0.00003176789,0.00006525069,0.00006326604,0.0006546833],"category_scores_gemma":[0.0001122802,0.0001607083,0.0002585323,0.0005167377,0.00008380778,0.00009707919,0.00004964953,0.0002789741,0.0001054859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974234,"about_ca_system_score_gemma":0.0004116136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009159353,"about_ca_topic_score_gemma":0.00006147883,"domain_scores_codex":[0.9979252,0.0001143341,0.0002171748,0.0005534361,0.0006692632,0.0005206118],"domain_scores_gemma":[0.9985127,0.00007564937,0.00002686839,0.0007499004,0.00009556192,0.0005393267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001182707,0.0006947152,0.9752194,0.0002453005,0.0006836786,0.01748815,0.0003681705,0.0001288729,0.00001790963,0.001249864,0.0009087088,0.001812573],"study_design_scores_gemma":[0.00967888,0.0002879179,0.9842879,0.001179605,0.0002989637,0.0001434737,0.000911873,0.0005206674,0.0003293598,0.000252921,0.001857275,0.0002511798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758215,0.006742546,0.002690638,0.002153561,0.0001079009,0.0009947445,0.00002356618,0.0001022334,0.01136329],"genre_scores_gemma":[0.9972582,0.0005866446,0.0006821024,0.000170954,0.0001076764,0.0001040164,0.0001310823,0.00004037363,0.0009189072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02143672,"threshold_uncertainty_score":0.7168323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199436646111591,"score_gpt":0.2719760230718287,"score_spread":0.2299816566107127,"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."}}