{"id":"W7133018135","doi":"","title":"Pre-Surgical Evaluation and Seizure Outcome of Surgical Treatments for Pediatric Drug Resistant Epilepsy","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epilepsy; Epilepsy surgery; Drug Resistant Epilepsy; Open surgery; Outcome (game theory); Cohort; Open label; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008044679,0.000162203,0.0002095871,0.0006292771,0.0001498537,0.0004852338,0.0001655205,0.0001660339,0.001222953],"category_scores_gemma":[0.008137015,0.00007588443,0.0005773877,0.0006548017,0.0001654963,0.0006197949,0.000314884,0.0006245054,0.0002436897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546665,"about_ca_system_score_gemma":0.00070665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004925464,"about_ca_topic_score_gemma":0.01178166,"domain_scores_codex":[0.9995327,0.0001026188,0.00008630621,0.00005298624,0.0001628481,0.00006255154],"domain_scores_gemma":[0.9967891,0.00114144,0.001398825,0.00007543743,0.0004066365,0.0001886345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002111162,0.00005925875,0.9632949,0.00007024632,0.00006652519,0.00009071592,0.00009638709,0.0005872472,0.00009783841,0.00006674412,0.0005236114,0.03483541],"study_design_scores_gemma":[0.000006211466,0.000216028,0.9971718,0.00007057976,0.00003299352,0.0003093588,0.0002301379,0.001108583,0.0001982759,0.00008628089,0.0005633936,0.000006355899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953229,0.001785455,0.0004221612,0.0004166154,0.0000211859,0.00002232687,0.0006760536,0.00001165171,0.001321665],"genre_scores_gemma":[0.9968795,0.001556914,0.0003791229,0.00005132351,0.00001848087,0.00001774571,0.0008727963,0.000005388816,0.000218604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004925464,"threshold_uncertainty_score":0.00979358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05562156955571523,"score_gpt":0.4448879259598591,"score_spread":0.3892663564041439,"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."}}