{"id":"W1503099396","doi":"10.1111/j.1535-7511.2009.01338.x","title":"When Should Corpus Callosotomy be Offered as Palliative Therapy?","year":2010,"lang":"en","type":"letter","venue":"Epiliepsy currents/Epilepsy currents","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corpus callosotomy; Medicine; Seizure types; Retrospective cohort study; Tonic (physiology); partial seizures; Epilepsy; Pediatrics; Anesthesia; Surgery; Epilepsy surgery; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007727293,0.003106809,0.003741618,0.001381203,0.0006728375,0.0004097381,0.002100479,0.005284354,0.01118648],"category_scores_gemma":[0.000885819,0.002589334,0.002094637,0.0009059654,0.001092444,0.0004712857,0.0007350263,0.0217448,0.005244146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041371,"about_ca_system_score_gemma":0.001836482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006385585,"about_ca_topic_score_gemma":0.00006456858,"domain_scores_codex":[0.9839651,0.0009171165,0.002302514,0.003678404,0.005343349,0.003793546],"domain_scores_gemma":[0.9908836,0.0008711254,0.001223616,0.003848547,0.001292277,0.001880795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001035152,0.002806037,0.1267694,0.0008419034,0.002148503,0.002392804,0.0006175926,3.378196e-7,0.0001913097,0.00004812741,0.8266581,0.0364908],"study_design_scores_gemma":[0.01274931,0.002554049,0.01374941,0.001707462,0.0008462249,0.0001898275,0.00004497993,0.00006989088,0.001068342,0.001396811,0.9635034,0.002120262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1343051,0.01735834,0.0001485339,0.7744879,0.02465604,0.01859125,0.006771643,0.001872469,0.02180877],"genre_scores_gemma":[0.08807612,0.02671529,0.001879726,0.724994,0.03412873,0.007034939,0.06188612,0.002392579,0.05289251],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1368454,"threshold_uncertainty_score":0.998166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038116682493279,"score_gpt":0.3689629900981943,"score_spread":0.2651513218488664,"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."}}