{"id":"W2016507504","doi":"10.1016/j.epilep.2013.01.005","title":"Treatment of first seizure in adults: A comprehensive approach integrating 10 key principles","year":2013,"lang":"en","type":"article","venue":"Epileptology","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Intensive care medicine; Key (lock); Epilepsy; Harm; Medicine; Intervention (counseling); Presentation (obstetrics); Epileptic seizure; Psychology; Risk analysis (engineering); Computer science; Psychiatry; Surgery; Computer security","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":[0.001274044,0.001233732,0.00121379,0.001456956,0.0009518969,0.00152369,0.0009227532,0.001962116,0.002369578],"category_scores_gemma":[0.001883812,0.0002773545,0.000918787,0.0004253419,0.0006195466,0.001441542,0.00198879,0.002370908,0.0007964445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436699,"about_ca_system_score_gemma":0.005028998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431217,"about_ca_topic_score_gemma":0.005342498,"domain_scores_codex":[0.9992833,0.0001543021,0.0001589999,0.00006191343,0.0002541939,0.00008734749],"domain_scores_gemma":[0.9993685,0.000174317,0.0001146125,0.00002508929,0.0001492454,0.0001682335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001693478,0.001110998,0.009208962,0.002016566,0.0002099377,0.003136666,0.0004428891,0.00312378,0.002801199,0.007219768,0.06105131,0.9095086],"study_design_scores_gemma":[0.001555476,0.004578966,0.1332154,0.02634349,0.001366563,0.07767778,0.003078842,0.01181325,0.005892416,0.07323388,0.6607563,0.0004877189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05484016,0.3480315,0.2421536,0.2041208,0.006321342,0.003721416,0.00058847,0.002620006,0.1376029],"genre_scores_gemma":[0.2971642,0.3106053,0.3087712,0.04021539,0.01647083,0.00382264,0.0009877807,0.0002892882,0.02167343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002369578,"threshold_uncertainty_score":0.01042402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604221714815697,"score_gpt":0.2965825619241173,"score_spread":0.2605403447759603,"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."}}