{"id":"W4404108568","doi":"10.1111/epi.18145","title":"Imaging blood–brain barrier dysfunction in drug‐resistant epilepsy: A multi‐center feasibility study","year":2024,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; Canadian Institutes of Health Research; University College London Hospitals NHS Foundation Trust; Irish Research Council; European Research Council; Science Foundation Ireland; Israel Science Foundation; United States - Israel Binational Science Foundation; Neurosurgery Research and Education Foundation","keywords":"Epilepsy; Medicine; Magnetic resonance imaging; Lateralization of brain function; Brain size; Neuroimaging; Internal medicine; Pathology; Radiology; Audiology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001445238,0.000533612,0.0002329943,0.0006770539,0.0004604707,0.0003949973,0.000250354,0.0004016093,0.001204854],"category_scores_gemma":[0.001667298,0.0003117034,0.0002811229,0.0003083786,0.0004184537,0.0007407883,0.0006772207,0.0003012157,0.0003673837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317865,"about_ca_system_score_gemma":0.00043464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001770802,"about_ca_topic_score_gemma":0.003027551,"domain_scores_codex":[0.9995468,0.0001814193,0.00003684273,0.0001047846,0.00006037896,0.00006967321],"domain_scores_gemma":[0.9990268,0.0001993368,0.0002810371,0.00009421996,0.0001742413,0.0002243653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001493441,0.00137235,0.9781907,0.00004471108,0.0001445856,0.001348772,0.0006553096,0.0001410735,0.009577034,0.00003368317,0.0001138923,0.006884451],"study_design_scores_gemma":[0.0002703989,0.004331929,0.9887948,0.00001076625,0.00007460013,0.004014641,0.0006340434,0.0003888282,0.001055062,0.00003345085,0.0003687912,0.00002258178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996581,0.00003376184,0.0001216205,0.00001663613,9.334948e-7,0.00003066227,0.00002883972,0.000001975321,0.0001073852],"genre_scores_gemma":[0.999403,0.00003814229,0.0003739055,0.00001925656,0.000006330102,0.00002459499,0.00007451279,0.000001606299,0.00005859619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001770802,"threshold_uncertainty_score":0.007643223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552117302783491,"score_gpt":0.3310629811430644,"score_spread":0.3055418081152295,"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."}}