{"id":"W2738687287","doi":"10.1111/epi.13857","title":"Health care resource utilization before and after perampanel initiation among patients with epilepsy in the United States","year":2017,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"School of Medicine, Emory University; U.S. Food and Drug Administration; Eisai","keywords":"Perampanel; Epilepsy; Medicine; Pediatrics; Diagnosis code; Health care; Psychiatry; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006563137,0.0002004694,0.0003098134,0.001010318,0.0003432715,0.0007425249,0.0003944094,0.0004551352,0.0009701239],"category_scores_gemma":[0.002293863,0.0002019,0.0006035549,0.0016676,0.0002435693,0.0006969984,0.0005835724,0.0007861958,0.0001417463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009584036,"about_ca_system_score_gemma":0.0009707161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02851701,"about_ca_topic_score_gemma":0.03990516,"domain_scores_codex":[0.9991429,0.0001958392,0.000173418,0.0001523566,0.0001452337,0.0001902881],"domain_scores_gemma":[0.9977119,0.0002704249,0.001435822,0.00006653537,0.0001940763,0.0003212438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000607593,0.00004057715,0.9988021,0.00001034187,0.00004999563,0.00003802038,0.00004286254,0.00005234263,0.00003802959,0.00000936066,0.0001381326,0.0007175226],"study_design_scores_gemma":[0.00000387305,0.0000459856,0.9994428,0.00001026834,0.00001274109,0.00006507492,0.0001592592,0.000121175,0.00002272468,0.000006408664,0.0001066601,0.000003021231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974086,0.0003767198,0.00002996034,0.0001274767,0.000009387542,0.0000107498,0.001626362,0.00000362905,0.0004072365],"genre_scores_gemma":[0.9980691,0.0001918777,0.00004589355,0.00007963084,0.00001301081,0.00001333667,0.001486215,0.000001352275,0.00009965262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851701,"threshold_uncertainty_score":0.05670202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275126988959542,"score_gpt":0.3071495466228471,"score_spread":0.2843982767332517,"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."}}