{"id":"W2169989438","doi":"10.1016/j.jval.2011.02.441","title":"PMD1 IMPACT OF VAGUS NERVE STIMULATION (VNS) THERAPY ON CLINICAL OUTCOMES AND COSTS IN MEDICAID PATIENTS WITH DRUG-RESISTANT EPILEPSY","year":2011,"lang":"en","type":"article","venue":"Value in Health","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Vagus nerve stimulation; Medicaid; Epilepsy; Univariate analysis; Incidence (geometry); Pediatrics; Emergency medicine; Multivariate analysis; Health care; Internal medicine; Psychiatry; Vagus nerve","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":[0.0003262952,0.00008244636,0.0001550609,0.0002412733,0.0003208723,0.0005772557,0.0002113055,0.0003515135,0.004074938],"category_scores_gemma":[0.004118952,0.00007010857,0.0004850742,0.0004878048,0.0002130175,0.0003939388,0.0005260871,0.0004668421,0.000122142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028601,"about_ca_system_score_gemma":0.001115714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490154,"about_ca_topic_score_gemma":0.02875234,"domain_scores_codex":[0.9996549,0.0001206155,0.00002399469,0.00002493247,0.00005629604,0.0001193529],"domain_scores_gemma":[0.9984585,0.0004661785,0.0006666239,0.0000369524,0.0000864176,0.0002853064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002903963,0.0004551714,0.9620173,0.00003855865,0.0002197181,0.0002563657,0.0001042957,0.0009787093,0.0003522486,0.0008852452,0.001939762,0.02984884],"study_design_scores_gemma":[0.00009256724,0.0002899522,0.9966949,0.00003063717,0.00009650914,0.0001865064,0.0002746056,0.001214753,0.00009855574,0.000385051,0.0006288938,0.00000709102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959366,0.0002086982,0.0000214472,0.0008385614,0.00001108101,0.00000522254,0.0005338029,0.000001433326,0.002443161],"genre_scores_gemma":[0.9992017,0.0000986731,0.00002138509,0.0001293031,0.00001524776,0.0000051185,0.0003342783,9.456858e-7,0.000193276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490154,"threshold_uncertainty_score":0.02962965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009579535798342,"score_gpt":0.4119273673909212,"score_spread":0.3109694138110871,"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."}}