{"id":"W2327577181","doi":"10.1055/s-2006-945900","title":"DIAGNOSES IN CHILDREN REFERRED TO A TERTIARY CARE, FIRST SEIZURE CLINIC","year":2006,"lang":"en","type":"article","venue":"Neuropediatrics","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Etiology; Seizure Disorders; Tertiary care; Medical diagnosis; Epilepsy; Pediatrics; Seizure types; partial seizures; Family medicine; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008646162,0.0001679288,0.0002300823,0.0002919112,0.00005792843,0.00002437979,0.0001178337,0.00007485078,0.00007135046],"category_scores_gemma":[0.0002948626,0.0001379758,0.00008401535,0.00060524,0.00002084407,0.0000495188,0.00009579684,0.0002851826,0.0006507446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009136221,"about_ca_system_score_gemma":0.0001095943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005193777,"about_ca_topic_score_gemma":0.0002819927,"domain_scores_codex":[0.998503,0.00006039847,0.000300064,0.0003813377,0.0003449894,0.0004102399],"domain_scores_gemma":[0.999114,0.0001623322,0.00003799419,0.0003737427,0.00007528983,0.0002365989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006136919,0.0003709064,0.9713888,0.00003416091,0.000009170416,0.0006016899,0.00005070665,0.00001498193,0.000008698331,0.000003538516,0.02554051,0.001915468],"study_design_scores_gemma":[0.001877355,0.0004608292,0.9855795,0.00002037719,0.00005293669,0.00003708651,0.00001246782,0.000003600517,0.00007731759,0.000009241072,0.0117548,0.0001144946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913803,0.001685572,0.000003234075,0.001087976,0.00009990486,0.0008821108,0.00003885408,0.00007959961,0.004742403],"genre_scores_gemma":[0.9956399,0.001219745,0.000227226,0.0008003057,0.0007192704,0.00007462809,0.0001271817,0.00004096352,0.001150806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141907,"threshold_uncertainty_score":0.8364223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180706035708982,"score_gpt":0.284271538782062,"score_spread":0.2724644784249721,"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."}}