{"id":"W4311114662","doi":"10.1002/epi4.12679","title":"Longitudinal hippocampal diffusion‐weighted imaging and T2 relaxometry demonstrate regional abnormalities which are stable and predict subfield pathology in temporal lobe epilepsy","year":2022,"lang":"en","type":"article","venue":"Epilepsia Open","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of Alberta","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Diffusion MRI; Hippocampus; Hippocampal sclerosis; Hippocampal formation; Temporal lobe; Medicine; Epilepsy; Epilepsy surgery; Magnetic resonance imaging; Histology; Nuclear medicine; Pathology; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001110132,0.0003174162,0.0006848777,0.0004079798,0.0005399621,0.0001509657,0.0002985423,0.0000996431,0.001065289],"category_scores_gemma":[0.0001372724,0.0002835442,0.00006071733,0.0006314264,0.0002704753,0.0004061534,0.001128636,0.0008769143,0.000009446483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194627,"about_ca_system_score_gemma":0.0003480783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340377,"about_ca_topic_score_gemma":0.0006702498,"domain_scores_codex":[0.9969529,0.0004487681,0.0005267629,0.000774234,0.0005598133,0.0007375184],"domain_scores_gemma":[0.9985626,0.0003065551,0.0001777656,0.0004360667,0.000110759,0.000406276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001496437,0.0004438803,0.9878281,0.00008997292,0.00007599784,0.002943442,0.0004803251,0.000002245995,0.00009707188,0.0004773155,0.004329915,0.00173527],"study_design_scores_gemma":[0.005757448,0.000910194,0.982241,0.0001625535,0.0000617382,0.002123362,0.003833551,0.0006992348,0.0000556196,0.001494785,0.002382235,0.0002782436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861005,0.002850323,0.00002675991,0.005741255,0.000117139,0.001223594,0.0001327293,0.00004961987,0.00375808],"genre_scores_gemma":[0.9956923,0.0007421121,0.0009125352,0.0005031622,0.0000868873,0.0003819977,0.000277547,0.00003846882,0.001365003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009591788,"threshold_uncertainty_score":0.9999617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908653248988907,"score_gpt":0.2929219729232195,"score_spread":0.2638354404333305,"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."}}