{"id":"W4281646460","doi":"10.1136/jnnp-2022-abn.22","title":"Quantitative volumetric analysis of piriform cortex on MRI and its clinical correla- tion in drug-refractory TLE","year":2022,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Piriform cortex; Temporal lobe; Epileptogenesis; Atrophy; Epilepsy; Hippocampus; Hippocampal formation; Medicine; Hippocampal sclerosis; Psychology; Nuclear medicine; Internal medicine; Neuroscience","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":[0.001111065,0.0002762532,0.0002158103,0.001117282,0.0001053633,0.0003390867,0.0002330698,0.0001608463,0.0007838611],"category_scores_gemma":[0.003114385,0.0001127961,0.0001555046,0.000379164,0.0004941692,0.0003003035,0.0003173808,0.0001346487,0.0001101319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767189,"about_ca_system_score_gemma":0.0001334989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008218862,"about_ca_topic_score_gemma":0.001244106,"domain_scores_codex":[0.999716,0.00007497543,0.00003737183,0.00006272598,0.00008799756,0.00002092044],"domain_scores_gemma":[0.9985451,0.0003997983,0.0007319691,0.0001151785,0.0001447086,0.00006332892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000770229,0.000060843,0.9433891,0.0001829791,0.0002122566,0.00111185,0.0003819408,0.001063476,0.0190717,0.0001902346,0.0001799764,0.03338553],"study_design_scores_gemma":[0.0000103016,0.0002654328,0.9926063,0.00001491899,0.00003283667,0.003034683,0.0001475088,0.00131946,0.002093592,0.0001745584,0.0002906412,0.000009769557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997633,0.0006270101,0.0009078107,0.00002552271,0.000005685042,0.00002102692,0.0001170458,0.00002228148,0.0006405283],"genre_scores_gemma":[0.9992834,0.0001099539,0.0004335835,0.000005438408,0.000005843368,0.000007802084,0.00007043848,0.000002335515,0.0000812114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001117282,"threshold_uncertainty_score":0.005875945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03650308799675468,"score_gpt":0.3609910645919667,"score_spread":0.324487976595212,"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."}}