{"id":"W4403415316","doi":"10.1097/tme.0000000000000536","title":"The Path to Certification for Emergency Nurse Practitioners","year":2024,"lang":"en","type":"article","venue":"Advanced Emergency Nursing Journal","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Nurse practitioners; Medicine; Nursing; Path (computing); Emergency nursing; Nurse educator; Medical education; Emergency department; Health care; Nurse education; Management; Political science; Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001414952,0.0001963322,0.0001628435,0.0001398272,0.004342745,0.00006349008,0.0002741053,0.0001114364,0.001116018],"category_scores_gemma":[0.0007238472,0.0001418714,0.0001545723,0.0005090989,0.00003349128,0.0008077422,0.000009449787,0.0008939324,0.0003094744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000383691,"about_ca_system_score_gemma":0.0002687929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006975578,"about_ca_topic_score_gemma":0.00002023246,"domain_scores_codex":[0.9973763,0.0003221196,0.0009012492,0.0003302682,0.0003394553,0.0007306258],"domain_scores_gemma":[0.9981291,0.0004516654,0.0003708014,0.0003115362,0.0004688058,0.0002680913],"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":[0.0004075126,0.00008940064,0.0002157562,0.0001193923,0.000062017,0.000003255155,0.009379929,0.0002160097,0.005492979,0.01179635,0.6456221,0.3265952],"study_design_scores_gemma":[0.000221052,0.0001912993,0.001216111,0.001108462,0.0001056058,0.00002420197,0.01209822,0.001040932,0.00005972639,0.03989086,0.9438221,0.000221427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04386701,0.03988837,0.2869193,0.337409,0.2305463,0.003957885,0.00009304788,0.000675208,0.05664387],"genre_scores_gemma":[0.7534401,0.03678221,0.03855019,0.001062506,0.01727826,0.001627848,0.000128213,0.0005075671,0.1506231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7095731,"threshold_uncertainty_score":0.9997971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05477262308478546,"score_gpt":0.4810795587682323,"score_spread":0.4263069356834469,"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."}}