{"id":"W3176500834","doi":"10.1016/j.yebeh.2021.108158","title":"Cognitive changes in patients with epilepsy identified through the MoCA test during neurology outpatient consultation","year":2021,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epilepsy; Neurology; Montreal Cognitive Assessment; Cognition; Test (biology); Medicine; Psychiatry; Psychology; Cognitive impairment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001511961,0.0002234157,0.0003636691,0.0008645946,0.0005347163,0.0005745145,0.0002348913,0.0004952356,0.001495673],"category_scores_gemma":[0.00228347,0.0001240707,0.0003707822,0.0007622576,0.0001765957,0.000451449,0.0003087113,0.0006176373,0.0001613448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006791377,"about_ca_system_score_gemma":0.0005316784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0219443,"about_ca_topic_score_gemma":0.02870287,"domain_scores_codex":[0.9997837,0.00003107439,0.00002805114,0.00003564321,0.0000494664,0.00007210991],"domain_scores_gemma":[0.9994268,0.0001238069,0.0002575789,0.00001372022,0.00005257615,0.0001255232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000399445,0.0001404993,0.9952617,0.00001716643,0.00005009957,0.001353902,0.0001429836,0.00004179246,0.0001580309,0.0000225656,0.0002231017,0.002188735],"study_design_scores_gemma":[0.000008908553,0.0001123495,0.997993,0.000009125477,0.00002708784,0.001319019,0.0002821207,0.00007269475,0.00003325506,0.00002428349,0.0001130232,0.000005212424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974778,0.0003242386,0.00001387005,0.00009725997,0.00001561816,0.000007146339,0.0002210615,0.000003216156,0.001839802],"genre_scores_gemma":[0.9992906,0.0001454731,0.0000198966,0.00006045237,0.00002043869,0.000004434643,0.0002343354,8.502529e-7,0.0002235336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219443,"threshold_uncertainty_score":0.0436331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169868503515331,"score_gpt":0.2945157054644599,"score_spread":0.2728170204293066,"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."}}