{"id":"W4387110009","doi":"10.5334/aogh.4106","title":"Strengthening Mentorship in Global Health for US Medical Students","year":2023,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Mentorship; Medical education; Global health; Key (lock); Faculty development; Medicine; Professional development; Nursing; Computer science; Public health","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":[0.05302804,0.0006619889,0.0006163539,0.001712215,0.007024915,0.01302267,0.002479073,0.003683047,0.01274774],"category_scores_gemma":[0.09411147,0.0003915243,0.001237533,0.001520435,0.00477121,0.007253896,0.02404335,0.01080599,0.003331895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003782168,"about_ca_system_score_gemma":0.04015473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844333,"about_ca_topic_score_gemma":0.00682127,"domain_scores_codex":[0.9623908,0.02631062,0.0007939938,0.0009343092,0.005264494,0.004305687],"domain_scores_gemma":[0.8717007,0.02284061,0.007776325,0.006219001,0.01185332,0.07960993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000161224,0.001638536,0.01902735,0.00210936,0.000274745,0.0006139327,0.01776206,0.0006031386,0.001124921,0.02205744,0.2789789,0.6556484],"study_design_scores_gemma":[0.0002613275,0.001630751,0.03704576,0.00647525,0.0001849005,0.001065406,0.02530477,0.0008185908,0.001651687,0.04804655,0.8773359,0.0001791864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05343854,0.02809125,0.01042923,0.8299085,0.01464446,0.0006565794,0.0001543643,0.0005863154,0.06209081],"genre_scores_gemma":[0.7288631,0.04771497,0.0341589,0.1436585,0.01428311,0.001205837,0.0003707905,0.0003504854,0.02939434],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05302804,"threshold_uncertainty_score":0.2804424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0782811899820777,"score_gpt":0.491843981539154,"score_spread":0.4135627915570763,"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."}}