{"id":"W2324644182","doi":"10.15844/pedneurbriefs-19-10-4","title":"Outcome of Cryptogenic Epilepsy","year":2005,"lang":"en","type":"article","venue":"Pediatric Neurology Briefs","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Pediatrics; Medicine; Medical record; University hospital; Psychiatry; Family medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000175025,0.0001471604,0.0003820943,0.0002198512,0.00004111201,0.000003501392,0.0001177188,0.0001214411,0.0007848135],"category_scores_gemma":[0.0001942686,0.0001232111,0.0001752816,0.0002826136,0.00009498654,0.00004651686,0.00006771763,0.0003224931,0.0006426222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001923311,"about_ca_system_score_gemma":0.0001093052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003602149,"about_ca_topic_score_gemma":0.00001391779,"domain_scores_codex":[0.9985167,0.00007176752,0.0004141205,0.0003043759,0.0002769319,0.0004160864],"domain_scores_gemma":[0.9989883,0.0001952432,0.00009604213,0.0003894124,0.00008490266,0.0002461177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003603651,0.0003748871,0.9929875,0.00004576886,0.00004336135,0.0001741528,0.0000233267,0.000005458465,0.0001501978,0.0002317334,0.002982893,0.002620389],"study_design_scores_gemma":[0.002911489,0.001618414,0.9827192,0.000001158994,0.0002176637,0.0002603669,0.000001768368,0.00005041715,0.0006648274,0.0001450708,0.01130965,0.00009999768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867612,0.001032725,0.00004125593,0.006982049,0.0001192882,0.0003122333,0.00001197041,0.00005407679,0.004685162],"genre_scores_gemma":[0.9948875,0.0005425269,0.0005679885,0.002290667,0.000838784,0.00002580059,0.000009984376,0.00002317493,0.0008136276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01026829,"threshold_uncertainty_score":0.8593157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470826914897992,"score_gpt":0.3117749338759074,"score_spread":0.2870666647269275,"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."}}