{"id":"W4410513590","doi":"10.1212/nxg.0000000000200267","title":"<i>PRRT</i> <i>2</i> -Related Epilepsy","year":2025,"lang":"he","type":"article","venue":"Neurology Genetics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; McMaster University","funders":"","keywords":"Epilepsy; Medicine; Pediatrics; Copy-number variation; Epilepsy syndromes; Genetic testing; Psychiatry; Internal medicine; Genetics; Biology; Gene","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003374772,0.0004888627,0.0007565224,0.0003582075,0.0002499564,0.00003915031,0.0004061299,0.000795146,0.001205291],"category_scores_gemma":[0.0002385065,0.0004594368,0.0002757085,0.0008069579,0.0006134139,0.0000262447,0.0003436742,0.001384498,0.002849285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006596668,"about_ca_system_score_gemma":0.0007604676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004360101,"about_ca_topic_score_gemma":0.00004494673,"domain_scores_codex":[0.9960721,0.0005313436,0.0007603987,0.0009432057,0.000420165,0.001272824],"domain_scores_gemma":[0.997439,0.000504255,0.0001318356,0.001228838,0.0002244536,0.0004715635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00210722,0.001794128,0.8036568,0.0003587861,0.001534898,0.002839963,0.0002031925,0.0001285048,0.003943204,0.002831179,0.1377544,0.04284767],"study_design_scores_gemma":[0.0129931,0.008685854,0.4397052,0.000202533,0.001768851,0.0003050343,0.00004840608,0.002249504,0.009401882,0.003356006,0.5207222,0.0005614851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8103697,0.04599496,0.00008884969,0.03780676,0.004173151,0.00155829,0.00007970065,0.0001807973,0.09974784],"genre_scores_gemma":[0.9437188,0.01661207,0.0001568402,0.01868988,0.0002884385,0.00005860917,0.00007419204,0.00006634538,0.02033484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829677,"threshold_uncertainty_score":0.9997857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203131694085209,"score_gpt":0.2959352682537412,"score_spread":0.2839039513128891,"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."}}