{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009832646,0.0001987229,0.0005171645,0.0007476238,0.0002506869,0.00009956148,0.0001673482,0.00007380455,0.00000313285],"category_scores_gemma":[0.0001015652,0.0001941192,0.00007148489,0.0009236956,0.0002287021,0.0006397215,0.000003728529,0.0004841335,2.609448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007951359,"about_ca_system_score_gemma":0.0001875119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431332,"about_ca_topic_score_gemma":0.000002095665,"domain_scores_codex":[0.9978777,0.0002094102,0.0009112864,0.0002218084,0.0003291352,0.0004506385],"domain_scores_gemma":[0.9982312,0.00007855507,0.0008902071,0.0001601169,0.0004770701,0.0001628402],"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":[0.0004878715,0.0006586104,0.0004551577,0.0004196782,0.00004596137,0.000001705966,0.0228322,0.001427323,0.007808666,0.003404143,0.001365262,0.9610934],"study_design_scores_gemma":[0.01161676,0.01263276,0.0308577,0.0892837,0.0005912349,0.0004549437,0.6866496,0.003097772,0.04618149,0.005902662,0.1114194,0.001312018],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8141374,0.02245952,0.04861354,0.06891636,0.03640467,0.002361515,0.000004677283,0.0002439551,0.006858346],"genre_scores_gemma":[0.9927208,0.00005526354,0.006245232,0.0002743307,0.0002037834,0.000003795845,0.000004048036,0.0000283117,0.0004644122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9597814,"threshold_uncertainty_score":0.7915952,"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."}}