{"id":"W4413141369","doi":"10.1111/jan.70143","title":"An Innovative Doctor of Nursing Programme: Transforming Learning, Leadership and Health Systems","year":2025,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Nursing education and management","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Nursing; Psychology; Medicine; Medical education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004470107,0.000795802,0.0004693891,0.0007941978,0.003355441,0.002573304,0.001404349,0.001968301,0.0178704],"category_scores_gemma":[0.003945551,0.0003207304,0.0007614727,0.0003657478,0.002794226,0.0009812859,0.007861961,0.004223779,0.003228038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007143472,"about_ca_system_score_gemma":0.03156539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004482687,"about_ca_topic_score_gemma":0.01749517,"domain_scores_codex":[0.9977993,0.0005916516,0.00006749811,0.0001871657,0.000517412,0.0008370092],"domain_scores_gemma":[0.9927285,0.0005112584,0.0003215897,0.0001561536,0.0004285217,0.005854104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000358263,0.002548737,0.007005714,0.002604463,0.00002351076,0.0007005113,0.008512638,0.002408518,0.005216913,0.03290674,0.3907272,0.5469868],"study_design_scores_gemma":[0.000140283,0.001358792,0.02518198,0.001110256,0.00001038086,0.0007376425,0.002886942,0.0003738957,0.0009844899,0.006023966,0.9611545,0.00003700826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1477206,0.03931166,0.02649883,0.219427,0.03311438,0.01185023,0.001680056,0.0009160174,0.5194812],"genre_scores_gemma":[0.2692182,0.03024712,0.08466502,0.04876666,0.008538327,0.008761676,0.00117864,0.0001958639,0.5484285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0178704,"threshold_uncertainty_score":0.05978245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06579799206226129,"score_gpt":0.4096262242384495,"score_spread":0.3438282321761882,"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."}}