{"id":"W1530526555","doi":"10.1038/nrneurol.2012.9","title":"Outcome patterns in epilepsy surgery—the long-term view","year":2012,"lang":"en","type":"review","venue":"Nature Reviews Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Term (time); Epilepsy; Outcome (game theory); Epilepsy surgery; MEDLINE; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002411792,0.0009746646,0.0070674,0.0004420231,0.00007659142,0.00002542147,0.0005812944,0.001739542,0.0007846146],"category_scores_gemma":[0.0008072646,0.0004940405,0.002218873,0.0008295706,0.0001365377,0.00006689382,0.0002469358,0.006639509,0.001701918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490011,"about_ca_system_score_gemma":0.0003062286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366842,"about_ca_topic_score_gemma":0.0001471084,"domain_scores_codex":[0.9922962,0.002872567,0.002142073,0.0009430579,0.0004794138,0.001266659],"domain_scores_gemma":[0.9951128,0.001844115,0.0007257942,0.00180539,0.00006719268,0.0004447128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000213057,0.0002186382,0.2176613,0.04033489,0.000120506,0.001097798,0.000004103964,1.716256e-9,1.371596e-8,0.00002314845,0.001025828,0.7394925],"study_design_scores_gemma":[0.0002864065,0.0001870452,0.04718286,0.009891739,0.001677459,0.002277754,1.156613e-7,5.957535e-8,5.683516e-8,0.000003433191,0.938209,0.000284092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001077138,0.9912869,0.00000166258,0.001631873,0.001162972,0.005447271,0.00004488147,0.00004580188,0.0002709112],"genre_scores_gemma":[0.0002505767,0.9925277,0.000009863708,0.003982306,0.0009527031,0.001323204,0.0004781994,0.0001311886,0.0003442904],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9371831,"threshold_uncertainty_score":0.9997512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1293378103775578,"score_gpt":0.4290138150933545,"score_spread":0.2996760047157966,"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."}}