{"id":"W4224998041","doi":"10.1017/cjn.2022.49","title":"Usage of Genetic Panels in an Adult Epilepsy Clinic","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Epilepsy; Genetic testing; Medical diagnosis; Etiology; Medicine; Family history; Epilepsy syndromes; Pediatrics; Psychiatry; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001494344,0.0001811357,0.000168842,0.001191322,0.0006020347,0.0007430834,0.0005383057,0.0004110464,0.002300541],"category_scores_gemma":[0.009378824,0.0001843527,0.0001929032,0.001311497,0.0005095641,0.0004764276,0.0006174057,0.0003898433,0.0003869106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427735,"about_ca_system_score_gemma":0.001629617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.037262,"about_ca_topic_score_gemma":0.04509681,"domain_scores_codex":[0.9972489,0.0006722785,0.0003561062,0.0003380506,0.001029371,0.0003553185],"domain_scores_gemma":[0.9903681,0.002332126,0.004328209,0.0003031277,0.001763415,0.0009050378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002636886,0.00001400525,0.9952701,0.00001322756,0.000008453479,0.000416732,0.0001253865,0.00003820726,0.0001915875,0.00002347606,0.0003831657,0.003489241],"study_design_scores_gemma":[0.000003943378,0.00009104409,0.9948038,0.00005026283,0.0000146719,0.002772006,0.0005229173,0.0005326172,0.0003543947,0.0000310512,0.0008159136,0.00000739351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955255,0.0006442327,0.0002712612,0.000428368,0.0000120145,0.00002449641,0.0005725638,0.00002406104,0.002497506],"genre_scores_gemma":[0.9990251,0.0001850771,0.0002990036,0.0001690976,0.00001144319,0.000006934441,0.0002032215,0.000003200781,0.0000969371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.037262,"threshold_uncertainty_score":0.07409018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06305549466207737,"score_gpt":0.3301407847307126,"score_spread":0.2670852900686352,"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."}}