{"id":"W4416439169","doi":"10.12927/cjnl.2025.27718","title":"Supporting Nurse Practitioners Through Virtual and Hybrid Mentorship: Insights From Program Design and Delivery in Nova Scotia","year":2025,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario; Izaak Walton Killam Health Centre; Nova Scotia Health Authority","funders":"","keywords":"Mentorship; Nova scotia; Workload; Nurse practitioners; Doctor of Nursing Practice; Quality (philosophy); Program evaluation; Advanced practice nursing; Adaptation (eye)","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":[0.005651164,0.0002132425,0.000190603,0.0005755405,0.003944168,0.002230256,0.001058434,0.0005365586,0.001026162],"category_scores_gemma":[0.01042504,0.0001895465,0.0001569569,0.0005455202,0.001666617,0.0006029141,0.003634893,0.0007684361,0.0001247435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01649884,"about_ca_system_score_gemma":0.04125718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2820802,"about_ca_topic_score_gemma":0.6684122,"domain_scores_codex":[0.9940843,0.003499682,0.000128259,0.0001826402,0.0005854939,0.001519647],"domain_scores_gemma":[0.9903638,0.003021666,0.001059479,0.0002349276,0.001361127,0.003959088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001010476,0.002891797,0.3301513,0.001517249,0.0001200082,0.005360422,0.3415973,0.002524626,0.005726353,0.002781318,0.008439112,0.29788],"study_design_scores_gemma":[0.0001786118,0.003871141,0.5128277,0.001328776,0.00007492666,0.0007560439,0.4453779,0.001599287,0.001280158,0.0007851431,0.03183832,0.00008195446],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896667,0.0005526053,0.0004909848,0.002798598,0.00004066583,0.0003175867,0.00003855366,0.00001366731,0.006080693],"genre_scores_gemma":[0.995486,0.000466209,0.001391377,0.0005412272,0.00001222576,0.0001486565,0.00002997611,0.000006161992,0.001918153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7179198,"threshold_uncertainty_score":0.5608766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854140742871998,"score_gpt":0.4370888662530614,"score_spread":0.2516747919658615,"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."}}