{"id":"W2078246726","doi":"10.1111/j.1528-1167.2007.01466.x","title":"Health resource use in epilepsy: Significant disparities by age, gender, and aboriginal status","year":2007,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Epilepsy; Residence; Logistic regression; Demography; Emergency department; Pediatrics; Emergency medicine; Family medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008636031,0.0002619423,0.0005365625,0.0002629073,0.0001311851,0.00007041766,0.00007725979,0.0001047658,0.00007281624],"category_scores_gemma":[0.0001115149,0.0002237251,0.00006649552,0.0003084978,0.0002371705,0.0001439564,0.0000383788,0.0004805807,0.00002715719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003533072,"about_ca_system_score_gemma":0.0002797214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003780828,"about_ca_topic_score_gemma":0.0005604879,"domain_scores_codex":[0.9971257,0.0001409535,0.0004919348,0.0005065418,0.0005162605,0.00121862],"domain_scores_gemma":[0.9981713,0.0003784656,0.00009056625,0.0003591924,0.00004039751,0.0009601233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007817156,0.0005105769,0.9528923,0.0001389453,0.00006111303,0.00109402,0.0005404658,8.610895e-7,0.0003295434,0.002206857,0.03338539,0.008058213],"study_design_scores_gemma":[0.002678527,0.0007940406,0.8910955,0.000104881,0.00001859442,0.00004592377,0.000417047,0.00002611302,0.0002906279,0.0001814873,0.1041679,0.000179313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884515,0.00442257,0.000440959,0.001520143,0.00007105732,0.0008533605,0.0001302688,0.00009478044,0.004015346],"genre_scores_gemma":[0.9919575,0.002858067,0.001769185,0.001099195,0.00010064,0.00003488351,0.0002863357,0.00004259123,0.001851554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07078252,"threshold_uncertainty_score":0.9123244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436418374305151,"score_gpt":0.344980497405425,"score_spread":0.3106163136623735,"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."}}