{"id":"W4391721443","doi":"10.1007/978-3-031-50675-8_10","title":"Imaging the Patient with Epilepsy or Seizures","year":2024,"lang":"en","type":"book-chapter","venue":"IDKD Springer series","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Epilepsy; Neuroimaging; Epilepsy surgery; Medicine; Population; Broad spectrum; Intensive care medicine; Neuroscience; Psychology; Psychiatry","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":[0.00008878945,0.0002796228,0.0001882144,0.0005111322,0.0001781028,0.0004435646,0.0001921712,0.0005913391,0.02172815],"category_scores_gemma":[0.0003107388,0.00007791485,0.0001434945,0.0002399516,0.000202405,0.0005611149,0.0002832704,0.0008140086,0.008725449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950495,"about_ca_system_score_gemma":0.0002463874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004584755,"about_ca_topic_score_gemma":0.001018802,"domain_scores_codex":[0.9999677,0.000006649449,0.000003154907,0.000006046244,0.00001123272,0.000005249943],"domain_scores_gemma":[0.9999421,0.00002598533,0.000005407093,0.000003348004,0.00001207446,0.00001125049],"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":[0.0001134245,0.0001300803,0.00443628,0.0009212708,0.00002769198,0.1202666,0.0007378521,0.0004686226,0.0215113,0.01937928,0.4213618,0.4106459],"study_design_scores_gemma":[0.000008427493,0.00006494515,0.002305654,0.0008180002,0.00001343362,0.24656,0.0001748856,0.0002022411,0.002615105,0.005215656,0.7420034,0.00001833636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02834521,0.1207191,0.01575472,0.02150739,0.009253494,0.0001786064,0.001151631,0.0009816734,0.8021081],"genre_scores_gemma":[0.2248281,0.1692599,0.03030827,0.02709038,0.009551937,0.0001740928,0.001417959,0.000475669,0.5368937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02172815,"threshold_uncertainty_score":0.07268792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699897720760506,"score_gpt":0.2608653566811772,"score_spread":0.2438663794735721,"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."}}