{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008949219,0.0004445328,0.0004614262,0.0001446801,0.0001632803,0.000130444,0.0001408463,0.0001029119,0.001124573],"category_scores_gemma":[0.00002127577,0.000205805,0.0001755582,0.00005238573,0.0003550131,0.00008510028,0.0001883947,0.0006489874,0.0006441781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395974,"about_ca_system_score_gemma":0.0002917482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004632699,"about_ca_topic_score_gemma":0.0001818096,"domain_scores_codex":[0.9981866,0.00001098309,0.0002703297,0.0004906568,0.0006349622,0.0004063944],"domain_scores_gemma":[0.9988219,0.00007650723,0.00008342839,0.0006956886,0.0001293925,0.0001930424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01592591,0.000560319,0.0291152,0.005034514,0.01179001,0.15327,0.007934514,0.00001253744,0.000198393,0.497809,0.08100194,0.1973477],"study_design_scores_gemma":[0.0004916333,0.001368715,0.001132476,0.001715764,0.0005268762,0.001910383,0.0002477623,0.000005286395,0.0003817072,0.003484302,0.9883915,0.0003436648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003785052,0.01387528,0.000009845005,0.008045468,0.0004576046,0.001418266,0.00009433994,0.0003264883,0.9719877],"genre_scores_gemma":[0.06548466,0.001465354,0.0003648146,0.000480109,0.0004881484,0.0001428324,0.00004628999,0.000179422,0.9313484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9073895,"threshold_uncertainty_score":0.9997885,"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."}}