{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005320599,0.0001381692,0.0002232041,0.0006398591,0.0003557965,0.0006336615,0.0003103281,0.0002540987,0.0008558929],"category_scores_gemma":[0.001935628,0.0001149395,0.0002609526,0.001491122,0.0002728075,0.0004500845,0.0006353602,0.0003085004,0.0001187761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008026139,"about_ca_system_score_gemma":0.0007772949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1417459,"about_ca_topic_score_gemma":0.1893189,"domain_scores_codex":[0.9995928,0.0001205813,0.00005127025,0.00005934704,0.00007896569,0.00009705187],"domain_scores_gemma":[0.9991074,0.0001320966,0.0005140166,0.00002892727,0.00009443907,0.000122994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001962934,0.00001814959,0.9964898,0.00002425515,0.00004230588,0.00003101322,0.0004077194,0.00004565839,0.00005929951,0.0000387285,0.0001608734,0.002662502],"study_design_scores_gemma":[0.000001303073,0.00001188906,0.9990312,0.00002054332,0.00001191425,0.00004671334,0.0005274853,0.0001710297,0.0000139198,0.00002832224,0.0001339185,0.000001854599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980677,0.0006118667,0.00004555892,0.000301361,0.000003368298,0.00000407851,0.0005562701,0.00000191598,0.0004079436],"genre_scores_gemma":[0.9991842,0.0003471479,0.00006657364,0.00003973395,0.000005898934,0.000004216686,0.000298834,7.684563e-7,0.00005257081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1417459,"threshold_uncertainty_score":0.2818418,"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."}}