{"id":"W1899153097","doi":"10.3109/10903127.2015.1086847","title":"Emergent and Urgent Transfers to Neurosurgical Centers in Ontario","year":2015,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Critically ill; Emergency medicine; Transfer (computing); Retrospective cohort study; Ground transportation; Observational study; Cohort; Medical emergency; Demography; Surgery; Intensive care medicine; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009715023,0.0003147504,0.0004282958,0.0001755613,0.00006295928,0.00000762993,0.0001088543,0.00008745741,0.0007041858],"category_scores_gemma":[0.00008627153,0.0002892215,0.0001880289,0.0003064171,0.00004183942,0.00009805342,0.00009774042,0.0002790033,0.00004494595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204284,"about_ca_system_score_gemma":0.0001868849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01754172,"about_ca_topic_score_gemma":0.07512077,"domain_scores_codex":[0.9978847,0.00003472654,0.0005297069,0.0005701214,0.0004563506,0.000524419],"domain_scores_gemma":[0.9985605,0.000005422183,0.00002778862,0.0002733762,0.0001969063,0.0009359834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003481794,0.0001852199,0.9462495,0.0001056528,0.00007209125,0.0001357089,0.03791206,0.00007050799,0.0002207434,0.00009121624,0.008293966,0.006315086],"study_design_scores_gemma":[0.001656426,0.001826703,0.9415484,0.00006847792,0.00009008858,0.00001760142,0.008040866,0.000008539367,0.0001600237,0.00003995282,0.04613771,0.0004052249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975432,0.002376063,0.00001800241,0.001485512,0.002758326,0.0007606821,0.00002204586,0.00007506292,0.01707234],"genre_scores_gemma":[0.9982467,0.0004630269,0.0001132559,0.0001885416,0.00008765938,0.0001012983,0.00003252262,0.00003602546,0.0007309541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05757904,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670418413405114,"score_gpt":0.2794843190558842,"score_spread":0.2427801349218331,"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."}}