{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008314389,0.0001551105,0.001027739,0.0003498408,0.00007979175,0.00001705414,0.0001807781,0.0001087391,0.0001810037],"category_scores_gemma":[0.002752028,0.0001042223,0.0006826833,0.0005261292,0.0003050084,0.00005522064,0.0001050761,0.0009815582,0.0006053919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000198853,"about_ca_system_score_gemma":0.000327702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004398498,"about_ca_topic_score_gemma":0.000001654774,"domain_scores_codex":[0.997109,0.0004418622,0.001349909,0.0002614142,0.0004081504,0.0004296957],"domain_scores_gemma":[0.9968327,0.001563743,0.0004638704,0.0003377511,0.0002952193,0.0005067461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02575961,0.004349494,0.4733011,0.0002965197,0.002385243,0.05819291,0.0001374952,0.0003567186,0.197606,0.001425575,0.04759751,0.1885919],"study_design_scores_gemma":[0.00385654,0.006216206,0.9549948,0.00009955811,0.0001337346,0.0002406462,0.00001018149,0.0003694519,0.0006994232,0.001206533,0.03208147,0.00009147808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899563,0.00005453992,0.00001396885,0.008274745,0.0008707194,0.0001418008,0.000002681008,0.00004218815,0.0006431208],"genre_scores_gemma":[0.9914627,0.0008051238,0.0005325373,0.003758381,0.00165163,0.00000225895,0.000005538808,0.00003119315,0.001750619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4816937,"threshold_uncertainty_score":0.778129,"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."}}