{"id":"W2965091406","doi":"10.1001/jamaneurol.2019.2268","title":"Association of Levels of Specialized Care With Risk of Premature Mortality in Patients With Epilepsy","year":2019,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Epilepsy; Pediatrics; Retrospective cohort study; Incidence (geometry); Psychological intervention; Cohort; Cohort study; Emergency medicine; Socioeconomic status; Population; Internal medicine; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008131097,0.0001682961,0.0002622031,0.0005261996,0.0003002454,0.0004725525,0.0003905529,0.0003983811,0.001523863],"category_scores_gemma":[0.004991592,0.0001511078,0.0005641053,0.0009185689,0.0002346955,0.0003112561,0.0004864735,0.0007183367,0.0001142616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245373,"about_ca_system_score_gemma":0.000560539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007996406,"about_ca_topic_score_gemma":0.01420731,"domain_scores_codex":[0.9993429,0.0001694171,0.0001060228,0.000114922,0.0001435553,0.0001231678],"domain_scores_gemma":[0.9962436,0.0005883318,0.002313391,0.0002414253,0.0002456774,0.0003676284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003536246,0.000006538335,0.9993519,0.000005536279,0.00004355016,0.00001818539,0.00001214904,0.000022971,0.00001928603,0.00001027943,0.00005906322,0.0004151711],"study_design_scores_gemma":[0.000004214383,0.00003444152,0.9994253,0.000007895897,0.00002275156,0.0001273384,0.00004548622,0.0001976172,0.00001664327,0.00003789962,0.00007823329,0.000002153356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978237,0.0005122966,0.0001625942,0.0002032534,0.00001044836,0.000006464117,0.0008400313,0.00000466731,0.0004366006],"genre_scores_gemma":[0.9991054,0.0001416366,0.0001065957,0.00003277403,0.00001824329,0.00000584899,0.000513698,0.000001199165,0.00007451703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007996406,"threshold_uncertainty_score":0.01589972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008957995093592377,"score_gpt":0.2592248745126886,"score_spread":0.2502668794190962,"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."}}