{"id":"W2787297607","doi":"10.1016/s1474-4422(18)30075-9","title":"The SeLECT score is useful to predict post-stroke epilepsy","year":2018,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Weston Brain Institute","keywords":"Scopus; Epilepsy; Prognostic model; Etiology; MEDLINE; Stroke (engine); Ischemic stroke","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003973538,0.0001462117,0.0002920404,0.0000399909,0.0003164455,0.00002661576,0.0003773063,0.00007199541,0.0002327439],"category_scores_gemma":[0.0003239622,0.00006916835,0.00007980298,0.0001722798,0.000365393,0.00002250372,0.0001456978,0.000420071,0.001216938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001712936,"about_ca_system_score_gemma":0.0001023599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006060521,"about_ca_topic_score_gemma":0.0002085845,"domain_scores_codex":[0.998327,0.0002171447,0.0001607884,0.0003002887,0.0002699177,0.0007248152],"domain_scores_gemma":[0.9983168,0.0004141014,0.00004053547,0.0008727611,0.0001633162,0.0001924343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007380272,0.0001297539,0.8292063,0.00001555019,0.0002686173,0.0002102688,0.0005114388,7.295698e-7,0.005467125,0.0006027449,0.1455323,0.01067493],"study_design_scores_gemma":[0.001791777,0.01028837,0.6790658,0.00001036908,0.00006708958,0.0003677036,0.00001439821,0.00009824085,0.005049225,0.00043345,0.3027304,0.00008311983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8404571,0.0002279749,0.00001009861,0.1524332,0.0002482677,0.0005846047,0.00005862552,0.00007689212,0.005903236],"genre_scores_gemma":[0.9532882,0.0002774799,0.00003851939,0.04075944,0.001759928,0.00008402893,0.000008009104,0.00002426741,0.003760108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571981,"threshold_uncertainty_score":0.9995607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530459040800797,"score_gpt":0.3102434537330143,"score_spread":0.2749388633250063,"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."}}