{"id":"W4388835418","doi":"10.1136/bmjgh-2023-013751","title":"Global Health Mentorship: Challenges and Opportunities for Equitable Partnership","year":2023,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; International Development Research Centre","funders":"","keywords":"Mentorship; General partnership; Public health; Global health; Political science; Medicine; Public relations; Nursing; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003958575,0.000327622,0.0009356302,0.00009395243,0.0004257766,0.00004329824,0.0001165775,0.0001692193,0.00001041867],"category_scores_gemma":[0.0002653343,0.0003048532,0.0001448915,0.0003957357,0.0001121392,0.0001361644,0.0001131131,0.0001185692,0.0000291899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323355,"about_ca_system_score_gemma":0.004097068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005127852,"about_ca_topic_score_gemma":0.0009293333,"domain_scores_codex":[0.9954623,0.0002576613,0.0006926935,0.0005938361,0.0005876128,0.002405926],"domain_scores_gemma":[0.9966843,0.0001649813,0.0002861806,0.0004184461,0.000151735,0.002294413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005991038,0.000125015,0.003708198,0.004060286,0.00004611855,0.00006796767,0.0002858092,0.000001655173,1.217072e-7,0.1167796,0.4616418,0.4126844],"study_design_scores_gemma":[0.003505408,0.003230508,0.1065585,0.0009886232,0.00003882271,0.0004413973,0.009009426,0.0005097198,9.01022e-7,0.01659458,0.8586585,0.0004636612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04931937,0.1037918,0.0002662028,0.8111672,0.001941882,0.005797486,0.00121831,0.001198403,0.02529924],"genre_scores_gemma":[0.8796391,0.05869891,0.000818603,0.05506312,0.001151972,0.0004733296,0.0006178312,0.00005159848,0.003485507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8303198,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2554971098311258,"score_gpt":0.4633831560030495,"score_spread":0.2078860461719237,"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."}}