{"id":"W3157040976","doi":"10.1111/epi.16899","title":"Toward a better definition of focal cortical dysplasia: An iterative histopathological and genetic agreement trial","year":2021,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Agence Nationale de la Recherche; National Institute for Health and Care Research; Cancer Research UK; National Institute of Neurological Disorders and Stroke; Howard Hughes Medical Institute","keywords":"Cortical dysplasia; Epilepsy; Medicine; Pathology; Histopathology; Hemimegalencephaly; Genetic testing; 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":[0.000129671,0.0001347103,0.000356501,0.00005286746,0.00005451162,0.00001767181,0.00003564998,0.0001008837,0.0005897965],"category_scores_gemma":[0.0002033536,0.0001030062,0.00008659041,0.00009030868,0.0001776249,0.00004656627,0.00005423112,0.0002216289,0.00003222405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000693805,"about_ca_system_score_gemma":0.0001196387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006574958,"about_ca_topic_score_gemma":0.000006827404,"domain_scores_codex":[0.9985152,0.0002413596,0.0003154428,0.0003424604,0.0003346449,0.0002509238],"domain_scores_gemma":[0.9992201,0.0001196457,0.00004826399,0.0002263454,0.0001227085,0.0002629833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08597047,0.01478993,0.666657,0.0006206665,0.0008701935,0.04560997,0.00460395,0.000001854071,0.08434265,0.02315946,0.003245396,0.07012842],"study_design_scores_gemma":[0.03927769,0.01303121,0.936355,0.00009402721,0.0002618418,0.001013102,0.0002195175,0.0001604326,0.00627505,0.002764236,0.0003732028,0.000174679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945057,0.0003599111,0.0008261024,0.001607873,0.00008532406,0.0004403532,0.00002091913,0.00001724931,0.002136587],"genre_scores_gemma":[0.9856241,0.0001176408,0.01346759,0.0003548685,0.000161673,0.00007588187,0.0001040862,0.000009791159,0.00008440338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.269698,"threshold_uncertainty_score":0.6457857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06677678468757915,"score_gpt":0.3192457011867891,"score_spread":0.25246891649921,"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."}}