{"id":"W2198464579","doi":"10.1016/j.yebeh.2015.02.061","title":"The genomic era is here — A new standard of care in epilepsy? Case examples","year":2015,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Epilepsy; Genetic testing; Medicine; Genomics; Exome; Exome sequencing; Intensive care medicine; Psychiatry; Genetics; Biology; Gene; Mutation; Internal medicine; Genome","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":[],"consensus_categories":[],"category_scores_codex":[0.0004125801,0.0002938541,0.0006183297,0.0001630205,0.0001362863,0.00004761161,0.0002177888,0.0001460476,0.0003180353],"category_scores_gemma":[0.0001586486,0.0002026267,0.0002169468,0.000321441,0.0001988313,0.0000909993,0.000123664,0.0004492729,0.000115076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006457999,"about_ca_system_score_gemma":0.001512418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003775856,"about_ca_topic_score_gemma":0.005379918,"domain_scores_codex":[0.9974173,0.0001458959,0.0005869464,0.0004437115,0.0006625635,0.0007435826],"domain_scores_gemma":[0.9976634,0.0001609455,0.0001332794,0.0008809169,0.0003165752,0.0008448666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001972534,0.0003372709,0.8709928,0.00004839771,0.00006924719,0.007170245,0.004412935,0.000001934133,0.0004667215,0.0001039319,0.007227914,0.107196],"study_design_scores_gemma":[0.02064956,0.01233595,0.8451638,0.0004630415,0.0008016791,0.003571552,0.02772218,0.00001761329,0.01012383,0.0002619669,0.07818907,0.0006997836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878296,0.007956632,0.000007778314,0.001074325,0.00018286,0.001431864,0.000221411,0.00004614524,0.001249336],"genre_scores_gemma":[0.9960447,0.0004989986,0.001299977,0.0001041203,0.0001767724,0.000207879,0.00006211232,0.00005579037,0.001549659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064962,"threshold_uncertainty_score":0.8262877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738152095576417,"score_gpt":0.3395501721923843,"score_spread":0.2921686512366201,"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."}}