{"id":"W1505600194","doi":"10.1212/wnl.82.10_supplement.p5.047","title":"Epilepsy Surgery: Historical Perspective (P5.047)","year":2014,"lang":"en","type":"article","venue":"Neurology","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Medicine; Epilepsy; Epilepsy surgery; General surgery; Psychiatry; Artificial intelligence; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004803833,0.0006265081,0.0002819118,0.003470395,0.0009280147,0.001360866,0.0005837426,0.002110488,0.01424375],"category_scores_gemma":[0.00146021,0.0002216151,0.0002208305,0.003020165,0.001558895,0.003719552,0.001168508,0.003310241,0.006040744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074743,"about_ca_system_score_gemma":0.0009843634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001904162,"about_ca_topic_score_gemma":0.004045051,"domain_scores_codex":[0.9997683,0.00004594854,0.00003036173,0.00004806914,0.00007073844,0.00003646529],"domain_scores_gemma":[0.9993016,0.0002168334,0.00008846584,0.00001938458,0.0002491666,0.0001244578],"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":[0.00003856581,0.00003644779,0.001064765,0.001748241,0.00001141815,0.002503246,0.0002879377,0.0001583611,0.0002804975,0.01697328,0.6611764,0.3157209],"study_design_scores_gemma":[0.000002141798,0.00002273168,0.001109787,0.001386363,0.000003709642,0.006450651,0.0002029919,0.00002322747,0.00004118296,0.001761238,0.9889876,0.000008309335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000977629,0.8796783,0.0003336837,0.03176139,0.0480739,0.00001023253,0.0001066888,0.00002761022,0.03903048],"genre_scores_gemma":[0.01293058,0.8528297,0.000440939,0.0245255,0.09363093,0.00002317505,0.0001546188,0.00003032511,0.0154342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01424375,"threshold_uncertainty_score":0.0476501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580012340988205,"score_gpt":0.2789069671840582,"score_spread":0.2531068437741761,"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."}}