{"id":"W4412578401","doi":"10.17483/vw41k411","title":"Registered Nurse Prescribing in Ontario: Learners’ Perspective","year":2025,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Western University; University of Windsor","funders":"","keywords":"Perspective (graphical); Nursing; Psychology; Medicine; Medical education; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002585038,0.0001430327,0.0001904629,0.0004509324,0.006353069,0.002821757,0.0008464096,0.001038888,0.003701982],"category_scores_gemma":[0.003915157,0.0001545301,0.0002227073,0.0009875571,0.002064315,0.001480753,0.001588354,0.001473776,0.0002571143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02314043,"about_ca_system_score_gemma":0.06521638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8323569,"about_ca_topic_score_gemma":0.9360118,"domain_scores_codex":[0.9975085,0.0006162911,0.0000941422,0.0001087129,0.0009347477,0.0007374898],"domain_scores_gemma":[0.9930995,0.0007970084,0.000804626,0.0000732257,0.00224597,0.002979753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001279351,0.0004872776,0.3949016,0.000644475,0.00002769431,0.002761664,0.4862182,0.0002972911,0.001290775,0.005354664,0.03850925,0.06937929],"study_design_scores_gemma":[0.00002710416,0.0004212459,0.1978152,0.0006499518,0.00003806697,0.0008387587,0.6213995,0.0002802904,0.0004236921,0.0005497777,0.1775002,0.00005626471],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961042,0.002547885,0.0001846382,0.05222742,0.0001926329,0.00007113627,0.0002516328,0.00001520488,0.04840522],"genre_scores_gemma":[0.980537,0.004060096,0.0003321226,0.005997412,0.00009366623,0.00002885647,0.00009149428,0.000008401941,0.008850973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8323569,"threshold_uncertainty_score":0.3372607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08428823513543926,"score_gpt":0.5014396797080485,"score_spread":0.4171514445726092,"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."}}