{"id":"W4327683654","doi":"10.1097/wnp.0000000000000999","title":"Cingulate Epilepsy: A Not so Singular World","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Neurophysiology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Ontario Brain Institute","funders":"","keywords":"Epilepsy; Center (category theory); Montreal Cognitive Assessment; Political science; Gerontology; Psychology; Medicine; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004088152,0.0006193765,0.0004731367,0.001179441,0.002053754,0.00378027,0.0005237884,0.001748353,0.008149073],"category_scores_gemma":[0.001716649,0.0001925931,0.0002350085,0.001326128,0.005464341,0.003940846,0.001526785,0.002138592,0.001483344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928785,"about_ca_system_score_gemma":0.0034144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04107866,"about_ca_topic_score_gemma":0.1047086,"domain_scores_codex":[0.9997041,0.00006273145,0.00002053509,0.00006085338,0.0000681126,0.00008367198],"domain_scores_gemma":[0.9994186,0.0001039256,0.0001000254,0.00005917531,0.0001585312,0.000159611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003020962,0.00003967902,0.01931001,0.0008060545,0.0001388031,0.02970334,0.004527893,0.0003935262,0.003860412,0.1739515,0.4747066,0.2922602],"study_design_scores_gemma":[0.00007256313,0.0000854481,0.03214525,0.002067452,0.0001557587,0.08635707,0.01170077,0.0004261804,0.0007257515,0.1115334,0.7545503,0.0001799868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06323469,0.2243028,0.00240434,0.532806,0.01059774,0.00004026777,0.001371447,0.0002508396,0.1649919],"genre_scores_gemma":[0.6904275,0.1466511,0.00257259,0.08856814,0.02140968,0.00004909965,0.0008378838,0.0003445973,0.04913945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04107866,"threshold_uncertainty_score":0.08167911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046384802425182,"score_gpt":0.4391722788129109,"score_spread":0.3345337985703926,"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."}}