{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004901268,0.0002327487,0.0003150321,0.0009158542,0.000343653,0.0006384006,0.0002506841,0.0006037016,0.001336396],"category_scores_gemma":[0.002013755,0.0001162706,0.0003042603,0.0006094818,0.0002244673,0.0008926446,0.000610441,0.0006677936,0.0002132909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004328445,"about_ca_system_score_gemma":0.0006580336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02831835,"about_ca_topic_score_gemma":0.03862344,"domain_scores_codex":[0.9997228,0.0000473631,0.000036058,0.00004579513,0.00009154043,0.00005643823],"domain_scores_gemma":[0.9996518,0.00006925804,0.000140078,0.00001249161,0.00008282378,0.00004359805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004832041,0.0001236238,0.9169997,0.0003006608,0.000122184,0.0003191464,0.001092501,0.000169444,0.0004120275,0.0006729013,0.005029568,0.07470984],"study_design_scores_gemma":[0.00001182665,0.00006360173,0.9887754,0.0004205165,0.00009580641,0.0007815324,0.0008699683,0.0002547487,0.00004946147,0.0009892738,0.007678377,0.000009496012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8421642,0.08851062,0.002044834,0.02835663,0.0004468157,0.000120294,0.003688716,0.00004757106,0.03462034],"genre_scores_gemma":[0.9643753,0.02876238,0.001011472,0.003546486,0.0005375188,0.00003377452,0.0007388872,0.000002270519,0.0009919383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02831835,"threshold_uncertainty_score":0.05630702,"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."}}