{"id":"W3152821931","doi":"10.1017/cjn.2019.173","title":"P.073 Improving access to urgent neurology care for pediatric patients","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Referral; Triage; Neurology; Emergency department; Medical diagnosis; Pediatric Neurology; Telehealth; Pediatrics; Emergency medicine; Family medicine; Telemedicine; Health care; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008588625,0.000117221,0.00012201,0.0003873674,0.0005854512,0.00102696,0.0004878125,0.0003898736,0.05313224],"category_scores_gemma":[0.006653935,0.00007923054,0.0002372142,0.0006988645,0.0002422712,0.000526518,0.000790401,0.0005589163,0.002673302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247994,"about_ca_system_score_gemma":0.004064685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0081115,"about_ca_topic_score_gemma":0.01860738,"domain_scores_codex":[0.9995121,0.0001675906,0.00003792287,0.00003950611,0.0001222135,0.000120693],"domain_scores_gemma":[0.9956076,0.001042572,0.001058091,0.00006308495,0.0005502919,0.0016784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003243371,0.0008076897,0.5153682,0.0006561475,0.00005306724,0.000684739,0.0007249646,0.0002885615,0.0004211372,0.000798546,0.1226344,0.3572383],"study_design_scores_gemma":[0.0002907135,0.001724109,0.9190108,0.0008256952,0.00007720047,0.002070652,0.003224351,0.0009357625,0.0005078692,0.00101836,0.07029028,0.00002430491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.823716,0.007073286,0.001892792,0.0564862,0.0006873899,0.000596274,0.003883737,0.0004374136,0.1052269],"genre_scores_gemma":[0.9777482,0.003700227,0.005879202,0.004279705,0.000649684,0.0002590365,0.0009632437,0.00005327169,0.006467492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05313224,"threshold_uncertainty_score":0.177745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02673139457165813,"score_gpt":0.2791202098278417,"score_spread":0.2523888152561836,"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."}}