{"id":"W2026465068","doi":"10.1054/nedt.2002.0742","title":"Nursing alumni as student mentors: nurturing professional growth","year":2002,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; McMaster University","funders":"","keywords":"Mentorship; Formative assessment; Nursing; Professional development; Medical education; Medicine; Nurse education; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006145715,0.0004464009,0.000308403,0.001114259,0.007568181,0.01396261,0.001441117,0.003167293,0.007460965],"category_scores_gemma":[0.01335941,0.0003685872,0.0002762785,0.0005824649,0.004630944,0.005889918,0.01037967,0.004050893,0.002601961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144493,"about_ca_system_score_gemma":0.007472269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005974535,"about_ca_topic_score_gemma":0.003932724,"domain_scores_codex":[0.9959781,0.002408423,0.0000649993,0.000141482,0.0006653839,0.0007416533],"domain_scores_gemma":[0.9783318,0.002276656,0.001101547,0.0006507973,0.001373117,0.01626609],"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":[0.0001182069,0.001428835,0.01825537,0.000278321,0.00004082774,0.001118141,0.05837357,0.0001706095,0.002722396,0.07596089,0.1663004,0.6752324],"study_design_scores_gemma":[0.0001233935,0.0009399581,0.02376004,0.001039136,0.0000835594,0.002486795,0.1411153,0.001062522,0.003102517,0.07982995,0.7463471,0.0001096995],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3052198,0.0128611,0.01468998,0.2224505,0.0136767,0.0002613765,0.00003983895,0.0008893608,0.4299114],"genre_scores_gemma":[0.899119,0.005075065,0.008600395,0.009008433,0.002581918,0.0001669055,0.0000358248,0.0002350146,0.07517745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01396261,"threshold_uncertainty_score":0.03250206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586839383094154,"score_gpt":0.3797596364703005,"score_spread":0.3538912426393589,"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."}}