{"id":"W4386195772","doi":"10.1002/epd2.20156","title":"Checkmate: Chess‐induced reflex seizures in patient with juvenile myoclonic epilepsy","year":2023,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Juvenile myoclonic epilepsy; Epilepsy; Reflex Epilepsy; Reflex; Medicine; Neuroscience; Anesthesia; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003150873,0.0003417903,0.0005477328,0.0004521241,0.0001180256,0.0000368744,0.0001611175,0.0001389268,0.0005739421],"category_scores_gemma":[0.0001473952,0.0002591913,0.0001415764,0.001317741,0.0001398347,0.0001227789,0.00009577256,0.0004759934,0.001157547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242088,"about_ca_system_score_gemma":0.0003521453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004434925,"about_ca_topic_score_gemma":0.001419736,"domain_scores_codex":[0.9971554,0.0001022503,0.0004489072,0.000609963,0.0006951169,0.0009883407],"domain_scores_gemma":[0.9986985,0.0001441348,0.00009660295,0.0006307689,0.00006702898,0.0003629572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004284775,0.004788685,0.521998,0.0009894737,0.001041704,0.009482351,0.007255375,0.0003910688,0.003539811,0.001355211,0.02985593,0.4150176],"study_design_scores_gemma":[0.01466596,0.008695642,0.9268537,0.000859084,0.000190755,0.0002117056,0.005170819,0.001282109,0.002308823,0.001793363,0.03698455,0.0009834644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665341,0.000270628,0.000005141723,0.004057277,0.000119714,0.001179849,0.00001387777,0.0002995262,0.02751987],"genre_scores_gemma":[0.9962255,0.0004104503,0.0002777349,0.0002913858,0.00005341141,0.0005063624,0.00018744,0.00008003434,0.001967661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4140341,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996428224787854,"score_gpt":0.2976782384461603,"score_spread":0.2777139561982817,"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."}}