{"id":"W4211196698","doi":"10.1007/978-0-387-88555-1_6","title":"Epilepsy","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Epilepsy; Section (typography); Medicine; Psychology; Neuroscience; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662683,0.0008457627,0.0003620352,0.0009059825,0.0006351319,0.001372343,0.000462221,0.0008206696,0.1812281],"category_scores_gemma":[0.0004431838,0.0001927215,0.0002798329,0.0005698894,0.000455652,0.001259755,0.001211475,0.001371637,0.1330721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006473078,"about_ca_system_score_gemma":0.0009014102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217598,"about_ca_topic_score_gemma":0.01017802,"domain_scores_codex":[0.9999067,0.0000111625,0.000004592341,0.00001643129,0.0000473373,0.00001378532],"domain_scores_gemma":[0.9999208,0.00001596503,0.000004181705,0.00001376944,0.00002777143,0.00001741174],"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":[0.00001697262,0.00002393133,0.00007200205,0.0001468312,0.000003515281,0.0001043033,0.00008879771,0.0001334425,0.0005163935,0.02808398,0.6176132,0.3531966],"study_design_scores_gemma":[0.000001899758,0.000005682139,0.00008538459,0.00006360451,0.000001446937,0.0001939012,0.00001719405,0.00002546026,0.00007190453,0.003015771,0.9965161,0.000001588443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002848268,0.01201256,0.00151762,0.002058216,0.002053721,0.00003934219,0.0002041466,0.0001885275,0.9816411],"genre_scores_gemma":[0.001033274,0.006651292,0.0005167606,0.0008345943,0.0003526061,0.00001695291,0.0001309994,0.00003337056,0.9904303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1812281,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572670333791593,"score_gpt":0.2945517206493184,"score_spread":0.2388250173114025,"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."}}