{"id":"W4237675420","doi":"10.1177/15357597211002869","title":"How to Help Your Patients Enroll in the New-Onset Refractory Status Epilepticus (NORSE) and Febrile Infection-Related Epilepsy Syndrome (FIRES) Family Registry, and Other Rare Epilepsy Registries","year":2021,"lang":"en","type":"article","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Status epilepticus; Epilepsy; Medicine; Refractory (planetary science); Pediatrics; Epilepsy syndromes; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001024368,0.001487063,0.001901966,0.0009193963,0.0007132665,0.0007552796,0.0006292383,0.0006487017,0.0003237406],"category_scores_gemma":[0.002763294,0.00123224,0.000486118,0.002192246,0.0006895375,0.0008003222,0.0006695977,0.002114617,0.0002877039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006800257,"about_ca_system_score_gemma":0.001025672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457126,"about_ca_topic_score_gemma":0.0004680512,"domain_scores_codex":[0.9897931,0.001248869,0.00171261,0.002556398,0.002204226,0.002484794],"domain_scores_gemma":[0.9934627,0.0007368281,0.0006633131,0.002295565,0.0006314502,0.002210144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008032375,0.002754597,0.9145102,0.0004134208,0.0004225007,0.0005823597,0.002030953,0.000006591637,0.0001091096,0.0001130839,0.0432283,0.03502566],"study_design_scores_gemma":[0.0113319,0.00219364,0.8726382,0.001389615,0.0003444466,0.0006444601,0.001509412,0.00006732809,0.0001174216,0.0005353818,0.108147,0.001081232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797891,0.008851199,0.00007568786,0.003012463,0.002093469,0.003355854,0.001305505,0.000230826,0.001285836],"genre_scores_gemma":[0.9881913,0.004831956,0.0003403962,0.00095372,0.0003530471,0.0004820371,0.001584328,0.0002085906,0.003054628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06491865,"threshold_uncertainty_score":0.9997879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916963710979814,"score_gpt":0.3008416049390456,"score_spread":0.2716719678292475,"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."}}