{"id":"W4399127960","doi":"10.1155/2024/6681576","title":"Exploring Factors Affecting the Rollout of a Policy on Registered Advanced Nurse Practitioners in Ireland","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"Health Service Executive","keywords":"Nursing; Nursing management; Medicine; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001393548,0.0001279212,0.0002424382,0.0005779312,0.0002525996,0.00003847929,0.0001658075,0.00004621392,0.00002563855],"category_scores_gemma":[0.0002554845,0.00008325956,0.00009947806,0.0004894787,0.0000411167,0.0005818824,0.00001633917,0.0007885994,0.000007471138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313875,"about_ca_system_score_gemma":0.0001126713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004152707,"about_ca_topic_score_gemma":0.000008314641,"domain_scores_codex":[0.9981515,0.000415798,0.0006341946,0.0001422725,0.0003719011,0.0002842959],"domain_scores_gemma":[0.9979339,0.001041751,0.0007048702,0.0002035204,0.00005820048,0.00005774641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003991406,0.001520968,0.008085962,0.00290838,0.0008407912,0.0004936718,0.2624073,0.01034787,0.001859424,0.04338039,0.01710184,0.647062],"study_design_scores_gemma":[0.004313547,0.001715537,0.1645633,0.08348608,0.0006072382,0.00006907833,0.5346221,0.0005740508,0.0003718261,0.004829749,0.2043268,0.0005205924],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401922,0.0005653957,0.0001631502,0.01581727,0.003939791,0.0004168388,0.000001618782,0.00002484599,0.03887895],"genre_scores_gemma":[0.9977663,0.0004829663,0.0003663468,0.0001219545,0.000375985,0.000008154718,8.753645e-7,0.00002388603,0.0008535585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6465414,"threshold_uncertainty_score":0.3426116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2176857402412874,"score_gpt":0.4897346994748923,"score_spread":0.2720489592336049,"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."}}