{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009986997,0.0002874657,0.0002387137,0.001733865,0.002140299,0.0011609,0.0009046873,0.0004828571,0.002315197],"category_scores_gemma":[0.006155316,0.000235721,0.0004419751,0.003271113,0.0005180261,0.0005095559,0.0009391851,0.0005162206,0.000127363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01383902,"about_ca_system_score_gemma":0.01385457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8965493,"about_ca_topic_score_gemma":0.9358319,"domain_scores_codex":[0.9987484,0.0001026812,0.00009825797,0.0001873003,0.0002980631,0.000565365],"domain_scores_gemma":[0.9950016,0.0005767932,0.002098085,0.00008756605,0.001236227,0.0009997539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008192779,0.00001987459,0.9958777,0.00001570659,0.00003013018,0.0001246843,0.0007295407,0.00006128792,0.0001049478,0.0000682442,0.000397918,0.002487928],"study_design_scores_gemma":[0.000004850987,0.0000321563,0.9949895,0.00002677076,0.00001926575,0.0002043017,0.004002015,0.0001640078,0.00004672431,0.00001161359,0.0004893659,0.000009552092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976981,0.0002695517,0.00006373804,0.0002216633,0.00000954901,0.00001427863,0.0005761696,0.000004506282,0.001142507],"genre_scores_gemma":[0.9989133,0.000184898,0.0001320501,0.00008074207,0.000008517305,0.0000120442,0.0005021202,0.000004223341,0.0001620456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034507,"threshold_uncertainty_score":0.2081199,"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."}}