{"id":"W2417945983","doi":"10.1016/j.jns.2016.05.060","title":"Evaluating the single seizure clinic model: Findings from a Canadian Center","year":2016,"lang":"en","type":"article","venue":"Journal of the Neurological Sciences","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Concordance; Epilepsy; Lamotrigine; Medical diagnosis; Topiramate; Levetiracetam; Emergency department; Logistic regression; Referral; Cohort; Pediatrics; Prospective cohort study; Phenytoin; Emergency medicine; Internal medicine; Psychiatry; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005429348,0.0007311302,0.0007295447,0.002261919,0.008402793,0.003778139,0.004467561,0.001082915,0.004073816],"category_scores_gemma":[0.01430756,0.0005990772,0.001051947,0.00604134,0.001874899,0.001906434,0.002571517,0.001874303,0.0005898729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0904582,"about_ca_system_score_gemma":0.1444626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857356,"about_ca_topic_score_gemma":0.9964575,"domain_scores_codex":[0.9941402,0.00127369,0.000239792,0.000580925,0.002109643,0.001655839],"domain_scores_gemma":[0.9788474,0.002591222,0.002311438,0.0009226128,0.01050389,0.004823393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007754773,0.002037336,0.9341131,0.0001738714,0.000181102,0.0007177754,0.01127033,0.001975543,0.000382631,0.001493553,0.01250176,0.03437763],"study_design_scores_gemma":[0.0002722066,0.001022626,0.917973,0.0003232321,0.0002835289,0.0007335604,0.06281956,0.006356447,0.0004982115,0.0005383599,0.009000218,0.000179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875317,0.0003453289,0.0004937761,0.002235816,0.00004294821,0.0003907291,0.001936018,0.00003786449,0.006985802],"genre_scores_gemma":[0.9923758,0.0007864001,0.001952099,0.001217824,0.00002321004,0.0001679904,0.001768351,0.00006165467,0.001646699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0904582,"threshold_uncertainty_score":0.6563233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1776584502029197,"score_gpt":0.406222679016461,"score_spread":0.2285642288135412,"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."}}