{"id":"W4406146306","doi":"10.1093/asj/sjae247","title":"The Unique Privilege of Mentorship: Mentor and Mentee Perspectives","year":2025,"lang":"en","type":"article","venue":"Aesthetic Surgery Journal","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Mentorship; Privilege (computing); MEDLINE; Medical education; Computer security; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02975217,0.0008245945,0.0007434846,0.001628573,0.00872204,0.01685304,0.003666634,0.01060811,0.005507438],"category_scores_gemma":[0.04574114,0.0002988515,0.0008805249,0.00181491,0.01434336,0.01836884,0.01054624,0.02087384,0.001288857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006474556,"about_ca_system_score_gemma":0.01168023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263046,"about_ca_topic_score_gemma":0.006566884,"domain_scores_codex":[0.9597673,0.03013713,0.0009416564,0.001287953,0.004967842,0.002898186],"domain_scores_gemma":[0.9557505,0.02100634,0.002023497,0.0009396728,0.006973679,0.01330626],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001961511,0.0003443157,0.004063536,0.001926833,0.00009664441,0.005748124,0.1016928,0.0004481593,0.0004483224,0.2288422,0.4295226,0.2266704],"study_design_scores_gemma":[0.00002755762,0.0003799504,0.001651728,0.003506009,0.00003952713,0.005605774,0.06706262,0.0003448178,0.0004360129,0.03991289,0.8809254,0.0001076133],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01146067,0.1329693,0.003110867,0.8012283,0.02038616,0.00002723144,0.00003453833,0.00009900557,0.03068397],"genre_scores_gemma":[0.5090673,0.1815017,0.00294336,0.2359182,0.04816473,0.0001188356,0.00007030951,0.0002267554,0.02198892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9702479,"threshold_uncertainty_score":0.1573464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693863675707923,"score_gpt":0.3010051334288415,"score_spread":0.2840664966717623,"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."}}