{"id":"W2154082737","doi":"10.1046/j.1528-1157.2002.043s1019.x","title":"Structural Image Analysis in Epilepsy","year":2002,"lang":"en","type":"article","venue":"Epilepsia","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Epilepsy; Medicine; Neuroscience; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002252473,0.0001171171,0.0002135996,0.0004054109,0.00004541783,0.000117665,0.0007181632,0.00005115186,0.001973822],"category_scores_gemma":[0.00009205463,0.0001076394,0.0001007124,0.00168493,0.00006603363,0.0006447952,0.0001360609,0.0001677621,0.000243899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005359853,"about_ca_system_score_gemma":0.000007281531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004760027,"about_ca_topic_score_gemma":0.00001312552,"domain_scores_codex":[0.9986388,0.0001066551,0.0003112811,0.0003562019,0.0003177864,0.0002692465],"domain_scores_gemma":[0.999155,0.00007645772,0.00007782725,0.0005396983,0.0000374925,0.0001134514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008432968,0.0002839087,0.1888852,0.00004542371,0.0003399935,0.0007088513,0.006096732,0.0001452249,0.01100075,0.0223843,0.07139318,0.698708],"study_design_scores_gemma":[0.0006603432,0.00008819679,0.3394718,0.0000175995,0.00005398987,0.00001645357,0.0000448135,0.6400215,0.01457054,0.004033451,0.0005123802,0.0005089712],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03092718,0.00008526,0.9618263,0.0009949931,0.0001260484,0.000140553,0.000002310027,0.0003374442,0.005559938],"genre_scores_gemma":[0.701418,0.00002406298,0.2972881,0.0007434677,0.00003405729,0.00001834333,0.000005036083,0.000006204134,0.0004626683],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.698199,"threshold_uncertainty_score":0.9989385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935967755329636,"score_gpt":0.2745053814978077,"score_spread":0.2551457039445113,"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."}}