{"id":"W4281931199","doi":"10.2174/1381612828666220603125328","title":"Common Ictal and Interictal Perfusion Patterns: A Window into the Epileptogenic Network and SUDEP Mechanism in Drug-Resistant Focal Epilepsy","year":2022,"lang":"en","type":"article","venue":"Current Pharmaceutical Design","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Ictal; Epilepsy; Neuroscience; Ictal-Interictal SPECT Analysis by SPM; Postcentral gyrus; Medicine; Putamen; Gyrus; Substantia nigra; Parahippocampal gyrus; Basal ganglia; Psychology; Temporal lobe; Functional magnetic resonance imaging; Central nervous system; Dopamine","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":[],"consensus_categories":[],"category_scores_codex":[0.001136956,0.0002889046,0.0004132198,0.0001175646,0.0004441366,0.0000579166,0.0001859173,0.00004626528,0.0003747524],"category_scores_gemma":[0.00005283446,0.0002064054,0.0001026186,0.0002892674,0.000212877,0.00007574522,0.0006610577,0.001068927,0.0000114976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461738,"about_ca_system_score_gemma":0.00009828155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007900056,"about_ca_topic_score_gemma":0.0000372291,"domain_scores_codex":[0.9968847,0.0009421126,0.0004014391,0.0005213477,0.0005905859,0.000659804],"domain_scores_gemma":[0.9986592,0.0005273839,0.00006145286,0.0002575582,0.00003175492,0.0004626399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01110449,0.002852207,0.4414152,0.0004807841,0.0003062935,0.001459173,0.004873686,0.00005238959,0.01305413,0.004624841,0.002250219,0.5175266],"study_design_scores_gemma":[0.05562939,0.01918216,0.6573256,0.002212818,0.002034521,0.002281377,0.006414203,0.1644256,0.01853313,0.02331385,0.04572911,0.002918267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833961,0.01115472,0.001527342,0.001762274,0.0003759929,0.001653068,0.00002642305,0.00004751674,0.00005662777],"genre_scores_gemma":[0.996076,0.002643648,0.0001791322,0.0003733372,0.0001809277,0.0004375355,0.00004474865,0.00003342498,0.00003120419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146083,"threshold_uncertainty_score":0.8416969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05008430808895145,"score_gpt":0.3501171518710227,"score_spread":0.3000328437820712,"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."}}