{"id":"W2148786935","doi":"10.1111/j.1528-1167.2012.03508.x","title":"Good interobserver and intraobserver agreement in the evaluation of the new ILAE classification of focal cortical dysplasias","year":2012,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Concordance; Kappa; Medical diagnosis; Epilepsy; Histopathology; Work-up; Radiology; Nuclear medicine; Pathology; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001567301,0.00009013148,0.0001762693,0.00004332928,0.00002979621,0.000006110998,0.0001080679,0.0000591084,0.0001850395],"category_scores_gemma":[0.0003280607,0.00004689507,0.00006378988,0.0001853641,0.0001237345,0.00008061698,0.0000486703,0.0001888446,0.000009664535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009203689,"about_ca_system_score_gemma":0.000133372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014016,"about_ca_topic_score_gemma":0.0001340843,"domain_scores_codex":[0.9982467,0.0003952675,0.0003190112,0.0001245142,0.0007109448,0.000203604],"domain_scores_gemma":[0.9991732,0.0001604838,0.0000970133,0.0003650725,0.0001066997,0.00009751528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001558422,0.000514979,0.9756471,0.00004695608,0.00006953814,8.348277e-7,0.001983643,0.000002035322,0.002528528,0.004388733,0.0009763039,0.01368553],"study_design_scores_gemma":[0.001796906,0.000332452,0.9927948,0.00009668386,0.0001818293,0.00001054839,0.000480522,0.0006506447,0.003077118,0.0002275557,0.0003128016,0.00003820865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936827,0.0005032917,0.00004834441,0.003036745,0.00007779804,0.0007986645,0.000003885089,0.000003232664,0.001845291],"genre_scores_gemma":[0.999496,0.00004118269,0.000163968,0.00008880554,0.00006908391,0.00003995612,0.000015381,0.000006228813,0.00007937576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01714765,"threshold_uncertainty_score":0.2026053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050761872069175,"score_gpt":0.3638232116524859,"score_spread":0.2587470244455684,"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."}}