{"id":"W2580798480","doi":"10.1212/wnl.0000000000003632","title":"Multimodal MRI profiling of focal cortical dysplasia type II","year":2017,"lang":"en","type":"article","venue":"Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"Canadian Institutes of Health Research","keywords":"Diffusion MRI; Pathology; Lesion; Cortical dysplasia; Magnetic resonance imaging; Medicine; Fractional anisotropy; White matter; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.00008159722,0.00007163512,0.0002094017,0.00002876535,0.0001536058,0.000004641246,0.0001006911,0.0000944047,0.0001438683],"category_scores_gemma":[0.0003642569,0.00005466837,0.00004453208,0.00002078177,0.0002348197,0.00002444524,0.0001128036,0.0002733356,0.00006478688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006396328,"about_ca_system_score_gemma":0.00008396902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005263039,"about_ca_topic_score_gemma":0.00001853338,"domain_scores_codex":[0.999262,0.00004207993,0.0001298426,0.000184035,0.0001394442,0.0002426267],"domain_scores_gemma":[0.9992622,0.00007213865,0.00004967433,0.0004048375,0.00007700606,0.000134142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004467993,0.0005349081,0.9565625,0.00003949495,0.00008772915,0.0008826987,0.00003807347,0.000002374841,0.03258161,0.001308796,0.0003636474,0.003130215],"study_design_scores_gemma":[0.00307845,0.01337282,0.9620425,0.000008807053,0.00006377632,0.0002092042,0.000002359519,0.003036928,0.01663841,0.0001510652,0.001338599,0.00005715154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901129,0.00004059192,0.00002909095,0.004053506,0.0001793801,0.0002252439,0.000003314315,0.00001797066,0.005338008],"genre_scores_gemma":[0.9987316,0.00003337257,0.0006985,0.000275607,0.00009239003,0.000008841547,0.00000735068,0.00001010412,0.0001422122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0159432,"threshold_uncertainty_score":0.2229312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03180766789108735,"score_gpt":0.3428049086385451,"score_spread":0.3109972407474578,"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."}}