{"id":"W2994842741","doi":"10.1108/mhsi-09-2019-0027","title":"A peer mentoring initiative across medical residency programs","year":2019,"lang":"en","type":"article","venue":"Mental Health and Social Inclusion","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Mentorship; Medical education; Likert scale; Peer mentoring; Psychology; Scale (ratio); Originality; Medicine; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009012908,0.0005871296,0.0003053489,0.0009862286,0.003212825,0.001425379,0.00203288,0.0007414868,0.005036902],"category_scores_gemma":[0.01990383,0.0002785643,0.0004371104,0.0006360984,0.0009413734,0.001359165,0.006863928,0.00126036,0.0007215824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196547,"about_ca_system_score_gemma":0.007936725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861665,"about_ca_topic_score_gemma":0.006229978,"domain_scores_codex":[0.9911368,0.005993384,0.0002098572,0.0004784195,0.0009311732,0.001250364],"domain_scores_gemma":[0.9695561,0.003959936,0.002325766,0.001804621,0.002187484,0.02016602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001149842,0.02023039,0.08124388,0.001090919,0.0001150704,0.001096711,0.02322899,0.0006570463,0.00626686,0.0005130026,0.01312673,0.8512805],"study_design_scores_gemma":[0.002312132,0.1015794,0.7092193,0.00151632,0.0004246542,0.004412096,0.08227483,0.002618918,0.01047795,0.001464806,0.08343374,0.0002659477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803048,0.0005235199,0.002902659,0.002167574,0.0002601551,0.003026066,0.00009417074,0.0004169448,0.01030425],"genre_scores_gemma":[0.9796764,0.0005150755,0.01327841,0.0007976337,0.0003031951,0.001692629,0.0001341325,0.00004211992,0.003560504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009012908,"threshold_uncertainty_score":0.04766536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05348123579479189,"score_gpt":0.4255107591731234,"score_spread":0.3720295233783315,"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."}}