{"id":"W2944740637","doi":"10.1684/epd.2019.1040","title":"Childhood epilepsy with a small number of seizures may be left untreated: an international prospective study","year":2019,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"Janivo Stichting; Epilepsiefonds","keywords":"Epilepsy; Medicine; Prospective cohort study; Pediatrics; Neurology; Psychology; Psychiatry; Internal medicine","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":[0.001390696,0.0006207961,0.0006705205,0.001314852,0.001318541,0.001520434,0.0006751913,0.001012987,0.003154896],"category_scores_gemma":[0.004901508,0.0006935876,0.0007625656,0.002125815,0.001113718,0.001506411,0.0008162755,0.001316687,0.0007068898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005461523,"about_ca_system_score_gemma":0.0006553449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006705581,"about_ca_topic_score_gemma":0.006475188,"domain_scores_codex":[0.9984286,0.0005161403,0.0002009133,0.0003925387,0.0002195631,0.0002421439],"domain_scores_gemma":[0.9936033,0.001231884,0.003332465,0.0006102479,0.0003437279,0.0008783891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001810714,0.00008210258,0.9983099,0.00001360959,0.00004344218,0.0003589518,0.0001658046,0.0000170788,0.00005458701,0.00003695056,0.00006532811,0.0006712281],"study_design_scores_gemma":[0.00004480846,0.0004214869,0.9959736,0.00002408686,0.00005028188,0.002329958,0.0004949518,0.00006493575,0.00003031525,0.0000338746,0.0005188287,0.0000127738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977679,0.0006394867,0.00005853872,0.00006090205,0.00001184679,0.00001972204,0.000231447,0.000003578388,0.001206565],"genre_scores_gemma":[0.9989989,0.0003933426,0.0000463683,0.00007610208,0.00002910007,0.00001900807,0.0002837292,0.000005439649,0.0001480452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006705581,"threshold_uncertainty_score":0.01333308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137024174899512,"score_gpt":0.2917467262887474,"score_spread":0.2803764845397523,"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."}}