{"id":"W4381158017","doi":"10.1177/15357597231164276","title":"Somatic Variants and Surgical Epilepsies: Search and You Will Find","year":2023,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Somatic cell; MEDLINE; Bioinformatics; Information retrieval; Computational biology; Data science; Genetics; Gene; Biology; Computer science","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":[0.0004841425,0.0006264157,0.0009880823,0.00272529,0.001357955,0.00166153,0.0005669025,0.01013129,0.06535286],"category_scores_gemma":[0.00619125,0.0003546929,0.000885526,0.002127027,0.0004734924,0.00181291,0.001188264,0.004925571,0.03147679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141449,"about_ca_system_score_gemma":0.002583595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041698,"about_ca_topic_score_gemma":0.02340155,"domain_scores_codex":[0.9995316,0.00006408652,0.0001009104,0.00005081258,0.0001334402,0.0001191132],"domain_scores_gemma":[0.9975584,0.0009657721,0.0003386792,0.00006575855,0.0005373622,0.0005340122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003043132,0.00001563217,0.001093318,0.00007680118,0.000009095736,0.002191993,0.00003638166,0.00003862395,0.00009414042,0.0006539166,0.9844508,0.01130886],"study_design_scores_gemma":[0.0003207594,0.00008477886,0.01498681,0.004488965,0.0001018237,0.01770051,0.0007297764,0.0005452276,0.0002034964,0.01158736,0.9491743,0.00007614967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00328178,0.01559527,0.0004378186,0.8129379,0.02188382,0.0001198383,0.005692859,0.0002880445,0.1397628],"genre_scores_gemma":[0.03421241,0.02578668,0.001300234,0.6386228,0.106005,0.0002897752,0.007068418,0.0003794777,0.1863352],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06535286,"threshold_uncertainty_score":0.2186271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544967383011192,"score_gpt":0.3335997319351404,"score_spread":0.2881500581050285,"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."}}