{"id":"W4297982808","doi":"10.1097/acm.0000000000004829","title":"Peer Mentorship for International Medical Students in the United States","year":2022,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Mentorship; Medical education; Medical school; Residence; Medicine; Psychology; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004525387,0.0007648239,0.0009726542,0.001143304,0.00342719,0.004519303,0.00266535,0.01106301,0.01080043],"category_scores_gemma":[0.04622653,0.0005017208,0.0007018386,0.0007591695,0.002079282,0.004060928,0.002282135,0.01381776,0.002876769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912918,"about_ca_system_score_gemma":0.004444452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374204,"about_ca_topic_score_gemma":0.004579219,"domain_scores_codex":[0.9959287,0.001097313,0.000481361,0.0004676481,0.001505412,0.0005195946],"domain_scores_gemma":[0.9704485,0.00999047,0.002036462,0.0006460071,0.009750961,0.007127658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000312605,0.00005272495,0.0008702452,0.0002609481,0.00001899658,0.0008350884,0.0002955029,0.00003347678,0.00007305141,0.0003997907,0.9695423,0.02758667],"study_design_scores_gemma":[0.00007511528,0.0001715115,0.00395325,0.001558851,0.00006783467,0.00325362,0.001991905,0.0005297826,0.000353917,0.001434742,0.9865371,0.00007231424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002291755,0.01269168,0.0002539176,0.5449543,0.4358214,0.00003021117,0.00005472801,0.00009574501,0.003806257],"genre_scores_gemma":[0.03231108,0.02571063,0.0005018633,0.2378068,0.6903218,0.00007410133,0.00007539433,0.0001076141,0.01309076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01106301,"threshold_uncertainty_score":0.03613102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079468030429787,"score_gpt":0.5368499949973917,"score_spread":0.4289031919544131,"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."}}