{"id":"W2756824045","doi":"10.1002/epi4.12082","title":"A comparison of waiting times for assessment and epilepsy surgery between a Canadian and a Mexican referral center","year":2017,"lang":"en","type":"article","venue":"Epilepsia Open","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Epilepsy; Epilepsy surgery; Medicine; Referral; Neurosurgery; Pediatrics; Neurology; General surgery; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006765345,0.0001667433,0.0007818268,0.0001364201,0.0004828006,0.0002126582,0.0002159702,0.00007896392,0.00009760116],"category_scores_gemma":[0.0002236721,0.000137009,0.00007927089,0.00003546442,0.0001853685,0.0001976759,0.0002365921,0.0001575014,0.000003220428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112916,"about_ca_system_score_gemma":0.0005255251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04260032,"about_ca_topic_score_gemma":0.02079928,"domain_scores_codex":[0.9985833,0.00006387835,0.0003608739,0.0003425254,0.0001914887,0.0004579426],"domain_scores_gemma":[0.9982538,0.0003430899,0.0002080363,0.0004707732,0.00009738983,0.0006268973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001378088,0.00009502198,0.9667323,0.000111966,0.0001789699,0.00002065624,0.0001493529,3.684644e-8,0.00003107165,0.0005600899,0.005604026,0.02637866],"study_design_scores_gemma":[0.002135999,0.0005291685,0.9888148,0.0003202457,0.0001051882,0.00001250565,0.0002370091,0.0003848774,0.0002556899,0.0002463115,0.006828647,0.000129539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725384,0.0001112999,0.00001372389,0.007161986,0.00004601863,0.001540885,0.0002286053,0.000009842885,0.01834924],"genre_scores_gemma":[0.9965074,0.00006971086,0.002382676,0.00009412978,0.00009958381,0.0001423674,0.0001820838,0.00002424529,0.0004978191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02624912,"threshold_uncertainty_score":0.9970686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2012478320048925,"score_gpt":0.4662585483540619,"score_spread":0.2650107163491694,"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."}}