{"id":"W1630153791","doi":"10.1159/000437145","title":"Interhemispheric Vertical Hemispherotomy: A Single Center Experience","year":2015,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Medicine; Hemimegalencephaly; Cortical dysplasia; Epilepsy; Corpus callosotomy; Hemispherectomy; Surgery; Epileptogenesis; Corpus callosum; Epilepsy surgery; Anesthesia","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":[0.0001314058,0.0001892733,0.0002986105,0.00007160736,0.00003962515,0.00004124235,0.00009942363,0.00006467057,0.00025763],"category_scores_gemma":[0.0007187062,0.0001542144,0.000144641,0.0004270876,0.00007305846,0.0001102691,0.0001043475,0.0002124783,0.0003309035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290408,"about_ca_system_score_gemma":0.0002101978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001205783,"about_ca_topic_score_gemma":5.508816e-7,"domain_scores_codex":[0.9981677,0.00005394992,0.0003056823,0.0003933979,0.0005423423,0.0005369349],"domain_scores_gemma":[0.9984274,0.0001534699,0.00003425299,0.0003812309,0.0001214929,0.0008821429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004138789,0.00111979,0.9701585,0.00004823937,0.00001487863,0.001012979,0.000167576,6.365784e-7,0.002385415,0.000003598116,0.02336387,0.001310697],"study_design_scores_gemma":[0.03653808,0.01046145,0.5837862,0.0003188071,0.0009474944,0.00766175,0.001437423,0.001447928,0.1270234,0.0004295198,0.2265142,0.0034337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930926,0.0003577163,0.00005654099,0.0005176295,0.0004374402,0.0002857246,0.00000358482,0.0001393463,0.005109448],"genre_scores_gemma":[0.9973999,0.0001088509,0.000156047,0.0006503329,0.0005628131,0.0001057753,0.00001264864,0.00003386036,0.0009697559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3863722,"threshold_uncertainty_score":0.6288682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05943692298891834,"score_gpt":0.3075932283431365,"score_spread":0.2481563053542182,"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."}}