{"id":"W3030588631","doi":"10.29173/cjen44","title":"Research to Action: Nurse Practitioners in the Emergency Department, Emergency Department Transition Clinic and Intravenous Therapy Clinic at Strathcona Community Hospital","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"Alberta Health Services","keywords":"Emergency department; Medicine; Triage; Nurse practitioners; Community hospital; Workforce; Patient satisfaction; Medical emergency; Nursing; Family medicine; Emergency medicine; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00185617,0.0003039247,0.000492611,0.0003829464,0.001158338,0.00001932699,0.0003233161,0.0001335379,0.003517156],"category_scores_gemma":[0.0004002028,0.0002542585,0.00028662,0.001130078,0.0001668022,0.0003202985,0.00001338149,0.001467576,0.00004786392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004452808,"about_ca_system_score_gemma":0.0006078391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099752,"about_ca_topic_score_gemma":0.01495344,"domain_scores_codex":[0.9960667,0.0009748278,0.001327255,0.0003219153,0.0005884472,0.0007208561],"domain_scores_gemma":[0.9975634,0.0000924614,0.0003192172,0.000328446,0.0006673989,0.001029136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002008103,0.001964628,0.05769894,0.0002897361,0.0009388617,0.0009934375,0.2078453,0.00004600198,0.002154588,0.0001993605,0.6931337,0.03272733],"study_design_scores_gemma":[0.004931648,0.02346449,0.5207402,0.001073467,0.0008244287,0.0006592555,0.3344408,0.0000451515,0.0007073166,0.003168571,0.1085684,0.001376382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366156,0.01003397,0.00005326885,0.04546283,0.003402026,0.0009520181,0.00006779036,0.00001179091,0.003400658],"genre_scores_gemma":[0.9777291,0.02051595,0.00009338253,0.0005343228,0.0008831786,0.00003447112,0.0000535847,0.00003754844,0.0001184582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5845653,"threshold_uncertainty_score":0.9999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441853964678715,"score_gpt":0.4249752464349992,"score_spread":0.2807898499671276,"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."}}