{"id":"W4386725945","doi":"10.1111/medu.15221","title":"Virtual orientation for international medical graduates: A resident‐led initiative","year":2023,"lang":"en","type":"article","venue":"Medical Education","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; IMG; Medical education; Curriculum; Feeling; Psychology; Coursework; Medicine; Pedagogy","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":[0.009966989,0.0006838819,0.0002552509,0.0008938262,0.003728908,0.003132027,0.002908705,0.001569323,0.007498119],"category_scores_gemma":[0.008996926,0.0005436567,0.0007756744,0.0003845059,0.001395726,0.00204735,0.01434545,0.003883781,0.001703404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185407,"about_ca_system_score_gemma":0.0152717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276507,"about_ca_topic_score_gemma":0.00661922,"domain_scores_codex":[0.9965181,0.001714387,0.00009933355,0.0002176346,0.0006075301,0.0008430229],"domain_scores_gemma":[0.9767832,0.0008648954,0.0007698803,0.000433883,0.0009588695,0.02018921],"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":[0.0004710179,0.02505277,0.08724325,0.001462461,0.0000991402,0.003084009,0.04560846,0.000566954,0.006594941,0.002367836,0.108965,0.7184842],"study_design_scores_gemma":[0.001452948,0.02425418,0.277646,0.002827259,0.0002167004,0.007119584,0.1368769,0.002330947,0.006197431,0.004524835,0.5361053,0.0004478056],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9117658,0.00275085,0.00583311,0.03998828,0.002933952,0.004385828,0.0002740708,0.0007213932,0.03134684],"genre_scores_gemma":[0.917361,0.004951098,0.033429,0.01995955,0.002209046,0.003550753,0.0005756165,0.0002926849,0.01767134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009966989,"threshold_uncertainty_score":0.05271107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06325392426179395,"score_gpt":0.5208895949253243,"score_spread":0.4576356706635303,"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."}}