{"id":"W4399986377","doi":"10.1016/j.profnurs.2024.06.008","title":"Educational preparedness and perceived importance on confidence in new graduate registered nurses' medication administration","year":2024,"lang":"en","type":"article","venue":"Journal of Professional Nursing","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Preparedness; Administration (probate law); Medicine; Nursing; Graduate students; MEDLINE; Medical education; Psychology; Family medicine; Political science","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":[0.001092491,0.0001301772,0.0002255451,0.0002917177,0.0002421492,0.000005821564,0.0001412088,0.0001557401,0.0002179372],"category_scores_gemma":[0.0008278911,0.0001035777,0.00004931477,0.0002341185,0.0001196283,0.0004326451,0.00001158259,0.0009064822,0.00002392895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085294,"about_ca_system_score_gemma":0.005425578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001255853,"about_ca_topic_score_gemma":0.00002844119,"domain_scores_codex":[0.9975269,0.0003613097,0.0009947926,0.0002317472,0.0006575711,0.0002277017],"domain_scores_gemma":[0.9978967,0.0007541116,0.0007465629,0.0001435475,0.0002088248,0.0002502102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00521252,0.002281168,0.06860232,0.00184295,0.0001606677,0.0001634596,0.3691672,0.0001103236,0.008830726,0.1540527,0.301913,0.08766296],"study_design_scores_gemma":[0.001715561,0.0003952516,0.8922453,0.03393012,0.00006748913,0.0001494016,0.02345648,0.001120081,0.00005316852,0.03452395,0.01208728,0.0002559008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898612,0.0007699463,0.0009953001,0.08751998,0.009211162,0.0005009985,0.000006947794,0.00002307412,0.002360658],"genre_scores_gemma":[0.9933696,0.0001357536,0.0006275822,0.0006903266,0.0008081336,0.00001678729,0.00003206787,0.00001474654,0.004304935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.823643,"threshold_uncertainty_score":0.9624742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783939372175204,"score_gpt":0.5193866166024038,"score_spread":0.3409926793848834,"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."}}