{"id":"W4388460384","doi":"10.1017/cjn.2023.310","title":"Comprehensive Outcome Assessment and Quality of Life Following Epilepsy Surgery","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Epilepsy; Quality of life (healthcare); Mood; Epilepsy surgery; Neuropsychology; Cognition; Psychiatry; Psychology; Medicine; Clinical psychology; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001203346,0.0002941579,0.0004356669,0.001252281,0.0003617849,0.0005503459,0.0002954243,0.0002507204,0.001436998],"category_scores_gemma":[0.004093241,0.00006279733,0.0004909975,0.0007357579,0.000349327,0.0004317095,0.0007490074,0.0004364317,0.0001480557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005871864,"about_ca_system_score_gemma":0.0004584809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897515,"about_ca_topic_score_gemma":0.002729808,"domain_scores_codex":[0.9993626,0.0001801517,0.0001014608,0.00004953208,0.0001712995,0.0001349153],"domain_scores_gemma":[0.9971836,0.0003859552,0.001344293,0.00005790219,0.0003669288,0.0006612276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003849484,0.0001446098,0.9871672,0.0000749348,0.0001464438,0.000160686,0.0002147529,0.0002150634,0.0001633161,0.00003236489,0.000363217,0.01093259],"study_design_scores_gemma":[0.00001060842,0.0004257505,0.9987881,0.00001413192,0.00002158391,0.0002006922,0.0001365607,0.0001400321,0.00005009411,0.00003469368,0.0001720287,0.000005724995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976034,0.0005444134,0.00008088295,0.00009499081,0.000006763262,0.00003317987,0.0005390334,0.000004914952,0.001092485],"genre_scores_gemma":[0.9990079,0.0001230071,0.0000714058,0.00001926561,0.000005475371,0.00001854528,0.0006808598,8.882519e-7,0.00007258813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001897515,"threshold_uncertainty_score":0.006363988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1775993472793303,"score_gpt":0.3988999373975833,"score_spread":0.221300590118253,"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."}}