{"id":"W4415257843","doi":"10.1016/j.jnr.2025.10.001","title":"The successful transition to sole mandate regulator, right-touch regulation, and reform governance for registered nurses in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Nursing Regulation","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Medical Association; College & Association of Registered Nurses of Alberta; University of Calgary","funders":"","keywords":"Mandate; Excellence; Corporate governance; Thematic analysis; Best practice; Regulatory reform","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007257879,0.000179856,0.0002724823,0.0001902527,0.0005097855,0.0002013778,0.0002004235,0.0001148466,0.000006250396],"category_scores_gemma":[0.0003002894,0.0001492836,0.00006815661,0.0004342243,0.0001106688,0.0006999964,0.000002470398,0.0002011978,4.262428e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935426,"about_ca_system_score_gemma":0.0004244947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03041675,"about_ca_topic_score_gemma":0.1992458,"domain_scores_codex":[0.9981115,0.0001521363,0.0007684891,0.0002471069,0.0004077041,0.000313106],"domain_scores_gemma":[0.9979904,0.0004908594,0.0006999157,0.0002988732,0.0004239788,0.00009600334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0261557,0.001179373,0.007647891,0.0008507048,0.0002929645,0.000008442224,0.0493353,0.01026145,0.00789529,0.04371441,0.4323178,0.4203407],"study_design_scores_gemma":[0.003910509,0.0005625217,0.6295842,0.006212809,0.0004040784,0.0001949216,0.007002782,0.005704452,0.01265999,0.05915949,0.2740345,0.0005696894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4957201,0.001109972,0.003625183,0.4840187,0.01181484,0.001066113,0.000009302639,0.00002362975,0.00261221],"genre_scores_gemma":[0.9939438,0.00001615372,0.000745552,0.0004344456,0.00040958,0.000009724726,0.00001574448,0.00002406704,0.00440097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6219363,"threshold_uncertainty_score":0.9760398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826136243825512,"score_gpt":0.3127764569369237,"score_spread":0.2945150944986686,"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."}}