{"id":"W4243178346","doi":"10.1046/j.1528-1157.2003.58102.x","title":"Book Review","year":2003,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Epilepsy surgery; Vagus nerve stimulation; Medicine; General surgery; Corpus callosotomy; Psychology; Surgery; Neuroscience; Psychiatry; Vagus nerve","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":[0.0004383271,0.0009174315,0.0009764936,0.002833718,0.0009420032,0.003135958,0.001618322,0.001927495,0.2842798],"category_scores_gemma":[0.003638384,0.0003704072,0.0005993707,0.003039014,0.0006073936,0.002306843,0.001628519,0.002418691,0.2593324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157148,"about_ca_system_score_gemma":0.001652212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526187,"about_ca_topic_score_gemma":0.003678507,"domain_scores_codex":[0.9993624,0.00007750405,0.00006002132,0.0001143944,0.0003320009,0.00005360814],"domain_scores_gemma":[0.9984824,0.0003614634,0.0001191888,0.0001017751,0.0006894423,0.0002458374],"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":[0.000007631871,0.00001305446,0.00004702028,0.0002535232,0.000003165461,0.0002024302,0.00002960341,0.00003281277,0.00007874662,0.001125814,0.9239927,0.07421346],"study_design_scores_gemma":[0.000002462133,0.000004250932,0.00007427639,0.0002056638,0.000001694827,0.0006637478,0.00002144675,0.000008535363,0.0000204041,0.0003350585,0.9986597,0.000002710227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0007976435,0.27596,0.002179613,0.02593849,0.106204,0.0002019999,0.002276534,0.0007351735,0.5857065],"genre_scores_gemma":[0.003598173,0.1237643,0.001883812,0.02039928,0.02973618,0.0001366856,0.002687529,0.0004676651,0.8173262],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2842798,"threshold_uncertainty_score":0.9510108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105359857315523,"score_gpt":0.3241301899361227,"score_spread":0.3030765913629675,"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."}}