{"id":"W4399098892","doi":"10.1111/epi.17992","title":"Global modified Delphi consensus on diagnosis, phenotypes, and treatment of <scp><i>SCN8A</i>‐related</scp> epilepsy and/or neurodevelopmental disorders","year":2024,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Eisai; Jazz Pharmaceuticals; Amicus Therapeutics; Zogenix; Marinus Pharmaceuticals; Neurocrine Biosciences","keywords":"Epilepsy; Phenotype; Medicine; Neuroscience; Pediatrics; Bioinformatics; Biology; Genetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3176985,0.001451906,0.001217738,0.004626502,0.003734911,0.003019585,0.003372872,0.003220004,0.002857078],"category_scores_gemma":[0.2224885,0.001264577,0.002736855,0.002879735,0.00613389,0.004482016,0.01465026,0.003500621,0.000749057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01035578,"about_ca_system_score_gemma":0.04286404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004971707,"about_ca_topic_score_gemma":0.003916639,"domain_scores_codex":[0.6282448,0.3204328,0.02582092,0.005157586,0.01183737,0.008506552],"domain_scores_gemma":[0.8036916,0.109074,0.01016191,0.009883123,0.06018869,0.007000556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001824543,0.0005352129,0.04686875,0.01586873,0.001083296,0.002062078,0.4686202,0.01019534,0.01368776,0.06967,0.08143822,0.2881459],"study_design_scores_gemma":[0.001245662,0.002134483,0.06954027,0.03289574,0.0006576018,0.004469816,0.4311895,0.0336083,0.009385984,0.1610555,0.2524988,0.001318366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4806878,0.006188822,0.2750703,0.08001643,0.002517443,0.07605527,0.002764368,0.0005090589,0.07619046],"genre_scores_gemma":[0.7804664,0.002403421,0.171812,0.006374735,0.0002277878,0.03532993,0.001160986,0.0001023878,0.002122324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3176985,"threshold_uncertainty_score":0.8413992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384650972869254,"score_gpt":0.2965165662970545,"score_spread":0.272670056568362,"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."}}