{"id":"W4416438724","doi":"10.12927/cjnl.2025.27717","title":"Enhancing Evaluation Capacity to Advance Program Evaluation in Nursing Mentorship","year":2025,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Waterloo","funders":"","keywords":"Mentorship; Intervention (counseling); Program evaluation; Capacity building; Bridge (graph theory); Nurse education; Nursing practice; Impact evaluation","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":[0.1611183,0.0008874789,0.0007974158,0.004541419,0.003479044,0.01148109,0.002965834,0.002229674,0.0170664],"category_scores_gemma":[0.3020498,0.0008102024,0.001028442,0.002664819,0.006613099,0.01181435,0.02046622,0.005055295,0.001881186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01057515,"about_ca_system_score_gemma":0.04454731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004084012,"about_ca_topic_score_gemma":0.008554981,"domain_scores_codex":[0.8162185,0.153855,0.005596188,0.004663545,0.01454935,0.005117374],"domain_scores_gemma":[0.5421317,0.339957,0.02228267,0.02754148,0.04316261,0.02492464],"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":[0.0003712754,0.002086461,0.02306352,0.003220113,0.0001742438,0.0002217751,0.01280522,0.00659187,0.0018516,0.1296998,0.0360775,0.7838365],"study_design_scores_gemma":[0.0008064186,0.004110488,0.06411243,0.02600611,0.0003325015,0.001352891,0.01983051,0.03074231,0.0152448,0.3154796,0.5211865,0.0007955352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09069075,0.009224064,0.4532781,0.1238978,0.002550666,0.008984641,0.0004765618,0.00264231,0.308255],"genre_scores_gemma":[0.7274075,0.003557211,0.2456345,0.008440185,0.0007621546,0.005973264,0.0002231494,0.0003425985,0.007659553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1611183,"threshold_uncertainty_score":0.8520854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5966030751884697,"score_gpt":0.552900754571408,"score_spread":0.0437023206170617,"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."}}