{"id":"W2924852334","doi":"10.5203/jcanpa.v1i2.675","title":"The role of physician assistants in rural emergency departments of Manitoba","year":2018,"lang":"en","type":"article","venue":"","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Triage; Medicine; Medical emergency; Emergency department; Health care; Rural area; Acute care; Scale (ratio); Rural health; Nursing; Family medicine; Geography; Political science","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":[0.001005878,0.0001795478,0.0001246954,0.001045204,0.002709345,0.001232983,0.0006479899,0.0003161559,0.001940322],"category_scores_gemma":[0.006005298,0.0002797316,0.0001099217,0.0009019626,0.0008006831,0.0003993058,0.00117692,0.0004047172,0.0002332535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005786106,"about_ca_system_score_gemma":0.01300192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5217703,"about_ca_topic_score_gemma":0.7842754,"domain_scores_codex":[0.9988315,0.0004087549,0.00007244379,0.00008741973,0.0001933473,0.0004065664],"domain_scores_gemma":[0.9938251,0.000925213,0.001502972,0.0001021883,0.001227785,0.002416798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213472,0.0001127926,0.954183,0.0001416623,0.00002102724,0.001735153,0.01411122,0.0001272945,0.000769484,0.0001487618,0.002143711,0.02638455],"study_design_scores_gemma":[0.000009822882,0.0001731381,0.951684,0.0001315719,0.00001327042,0.001095957,0.04040722,0.0002071009,0.0001778475,0.00005084144,0.006031269,0.00001795485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948719,0.00145606,0.0001114409,0.00138605,0.00003008563,0.00004989084,0.0001312437,0.00001515904,0.001948134],"genre_scores_gemma":[0.9963781,0.001388168,0.0004789623,0.000461013,0.00001907149,0.00002172272,0.00008981775,0.000004570553,0.00115848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4782297,"threshold_uncertainty_score":0.9620922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092508142897937,"score_gpt":0.2843866255811457,"score_spread":0.2734615441521664,"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."}}