{"id":"W4313829367","doi":"10.1007/s12035-022-03190-x","title":"Hyperphosphorylated Tau in Mesial Temporal Lobe Epilepsy: a Neuropathological and Cognitive Study","year":2023,"lang":"en","type":"article","venue":"Molecular Neurobiology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute on Aging; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Universidade Federal de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Hippocampal sclerosis; Temporal lobe; Epilepsy; Hippocampal formation; Psychology; Neurology; Neuropathology; Neuroscience; Neuropsychology; Hippocampus; Cognition; Medicine; Pathology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006541543,0.0004974401,0.0001867521,0.001761671,0.0005774144,0.0004540498,0.0004180548,0.0004289679,0.002045588],"category_scores_gemma":[0.0006413501,0.0002437394,0.0002543142,0.0007606355,0.0009916036,0.0008689389,0.0004348728,0.0003284292,0.0002517913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473564,"about_ca_system_score_gemma":0.0003216925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002857344,"about_ca_topic_score_gemma":0.00351151,"domain_scores_codex":[0.9999379,0.00001164807,0.00000797303,0.00001083826,0.00001440385,0.00001722005],"domain_scores_gemma":[0.9997316,0.00007208443,0.00007029516,0.0000302417,0.0000454606,0.00005032544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02145657,0.002141174,0.6647707,0.0005709719,0.000710187,0.05308232,0.001936618,0.000611441,0.2041988,0.001863154,0.0007743822,0.04788373],"study_design_scores_gemma":[0.0001745944,0.001557584,0.9601406,0.00002766336,0.0001640879,0.02742185,0.0008539771,0.0003740736,0.006760098,0.001621543,0.0008764571,0.00002751058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976744,0.0008301458,0.00008194319,0.00004484793,0.000005348807,0.00001042313,0.00006468469,0.000002983736,0.001285162],"genre_scores_gemma":[0.9987199,0.0005605711,0.0001059149,0.00003596557,0.00002316443,0.000007275454,0.0001003696,0.000002100336,0.0004446891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002857344,"threshold_uncertainty_score":0.006843209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02277369629235415,"score_gpt":0.3102994226135766,"score_spread":0.2875257263212224,"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."}}