{"id":"W4293693887","doi":"10.1212/wnl.0000000000201229","title":"Pearls & Oy-sters: Genetic Epilepsy","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Etiology; Medicine; Electroencephalography; Neuroimaging; Genetic testing; Epilepsy; Pediatrics; Semiology; Anesthesia; Intensive care medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004448288,0.0004029569,0.0002200226,0.001106013,0.0005950621,0.001031978,0.00047459,0.001110681,0.02459485],"category_scores_gemma":[0.003637174,0.0001045217,0.0002396656,0.000596179,0.000885843,0.00144899,0.001127894,0.0009769771,0.005397879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004121957,"about_ca_system_score_gemma":0.0006649189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582345,"about_ca_topic_score_gemma":0.002139485,"domain_scores_codex":[0.9997336,0.0000594037,0.00005534231,0.00003601932,0.00007953424,0.00003610574],"domain_scores_gemma":[0.9988061,0.0004448075,0.0002500111,0.0000952246,0.0002159203,0.0001879585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002784592,0.00009956381,0.06052231,0.0006473741,0.0000585473,0.3582832,0.001341287,0.000300341,0.002731532,0.02236473,0.2533734,0.2999993],"study_design_scores_gemma":[0.00004498187,0.0001362654,0.02753773,0.0007892339,0.00002501274,0.5973161,0.001101862,0.00052003,0.002246541,0.01343329,0.3568055,0.00004340468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2481986,0.04180312,0.01266849,0.06507551,0.006990337,0.0006119759,0.004366668,0.001381162,0.6189041],"genre_scores_gemma":[0.7267791,0.02365813,0.01096888,0.02442157,0.004131394,0.0002361452,0.001722249,0.0006151818,0.2074674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02459485,"threshold_uncertainty_score":0.08227795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312535343551774,"score_gpt":0.2773148396869376,"score_spread":0.2541894862514198,"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."}}