{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01307745,0.0002632649,0.0002486555,0.001368773,0.009861681,0.008487594,0.001413068,0.007847534,0.01550108],"category_scores_gemma":[0.04973643,0.0004617707,0.0003850761,0.001160586,0.01078716,0.008792314,0.008548424,0.02111161,0.002424324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01926905,"about_ca_system_score_gemma":0.07410853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1427827,"about_ca_topic_score_gemma":0.2357211,"domain_scores_codex":[0.9895003,0.002351513,0.0006382594,0.0008225739,0.004565861,0.002121405],"domain_scores_gemma":[0.945191,0.01051921,0.002620552,0.001085023,0.02034228,0.02024182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004687285,0.0002146716,0.01563305,0.0005419854,0.00001302675,0.0009794267,0.006461883,0.0002565454,0.0004281335,0.2228873,0.4190627,0.3334745],"study_design_scores_gemma":[0.00001779587,0.0001462815,0.01439815,0.002202604,0.000007963549,0.0009250671,0.009146945,0.0002599171,0.0003090837,0.0220397,0.950484,0.00006242812],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009189382,0.01448188,0.002360161,0.9174012,0.01013969,0.00005368931,0.00008717312,0.00008017135,0.04620681],"genre_scores_gemma":[0.4138681,0.0528761,0.01698246,0.3855783,0.01000824,0.0001646636,0.0004270042,0.0002964035,0.1197987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1427827,"threshold_uncertainty_score":0.2839032,"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."}}