{"id":"W4416596573","doi":"10.1111/epi.70023","title":"The epileptologist's perspective of focal cortical dysplasia type 3: From concept to management","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Cleveland Clinic","keywords":"Cortical dysplasia; Perspective (graphical); Epilepsy surgery; Epilepsy; Hippocampal sclerosis; Dysplasia; Epileptogenesis; Construct (python library)","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":[0.009938262,0.0007041754,0.001447336,0.002453607,0.001677473,0.004924218,0.002231185,0.00838335,0.002466074],"category_scores_gemma":[0.02549462,0.0004046834,0.0007483431,0.001110384,0.009684548,0.01013961,0.003417284,0.02296771,0.001064516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004157363,"about_ca_system_score_gemma":0.005361033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932366,"about_ca_topic_score_gemma":0.003786387,"domain_scores_codex":[0.9962574,0.001954228,0.0004860396,0.0003376847,0.0006484188,0.0003161775],"domain_scores_gemma":[0.9846481,0.008982465,0.000803046,0.0003455948,0.002979299,0.002241576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002062981,0.000222013,0.005303957,0.001928416,0.00009785248,0.01033289,0.004623247,0.001606427,0.001003914,0.206284,0.532161,0.23623],"study_design_scores_gemma":[0.0001196939,0.0003785386,0.002035317,0.006617517,0.00008183131,0.0226183,0.009360299,0.001093021,0.0002967739,0.245063,0.7121369,0.0001987023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008984698,0.07611684,0.00179179,0.9072927,0.01060059,0.000008928868,0.00002554123,0.00001870061,0.003246399],"genre_scores_gemma":[0.06951972,0.2399267,0.006569897,0.5088884,0.1716536,0.0001030177,0.00007985478,0.00005787671,0.003201005],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009938262,"threshold_uncertainty_score":0.05255914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617289623470336,"score_gpt":0.3398164821857471,"score_spread":0.3236435859510438,"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."}}