{"id":"W1901919786","doi":"10.1111/1742-6723.12263","title":"Mid‐level providers and emergency care: Let's not lose the force","year":2014,"lang":"en","type":"article","venue":"Emergency Medicine Australasia","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Workforce; Specialty; Accreditation; Nurse practitioners; Emergency department; Certification; Medical emergency; Physician assistants; Emergency medicine; Nursing; Family medicine; Health care; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006573488,0.0004255453,0.0005823949,0.0007773304,0.00714379,0.007737874,0.001607981,0.007322182,0.01895058],"category_scores_gemma":[0.01929969,0.0003346551,0.0005140026,0.0006005163,0.007516694,0.01593571,0.009060259,0.0140956,0.005643332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004670825,"about_ca_system_score_gemma":0.02141294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737308,"about_ca_topic_score_gemma":0.03251665,"domain_scores_codex":[0.9962162,0.001398515,0.0001222953,0.0002453414,0.001015633,0.001001924],"domain_scores_gemma":[0.980573,0.002608133,0.0008541569,0.0005946774,0.003256496,0.01211355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000862317,0.0001710013,0.004996832,0.0004477664,0.00002570437,0.000453402,0.01098035,0.0000768575,0.0003158946,0.04606999,0.750082,0.1862939],"study_design_scores_gemma":[0.00002750083,0.000149891,0.005135837,0.002430868,0.00001513006,0.001052674,0.02325127,0.0001108954,0.00009122509,0.03146878,0.9362226,0.00004336562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002329949,0.01782331,0.0007971176,0.9595486,0.01038067,0.00001105164,0.00001617587,0.00006139681,0.009031789],"genre_scores_gemma":[0.1788749,0.05669199,0.006886467,0.6879218,0.0179907,0.0001429585,0.0001104281,0.000169791,0.05121107],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01895058,"threshold_uncertainty_score":0.06339604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09284907803686607,"score_gpt":0.4322010696663847,"score_spread":0.3393519916295187,"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."}}