{"id":"W2616983991","doi":"10.1016/j.aogh.2017.04.003","title":"Global Health Values of a Multidirectional Near Peer Training Program in Surgery, Pathology, Anatomy, Research Methodology, and Medical Education for Haitian, Rwandan, and Canadian Medical Students","year":2017,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medical education; Medicine; Training (meteorology); Pathology; General surgery; Geography","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":[0.005413977,0.0002543375,0.0001701973,0.0008802146,0.005229618,0.003177145,0.0005283404,0.0009790835,0.005027061],"category_scores_gemma":[0.008501494,0.0001443455,0.0002098087,0.0008648711,0.002970726,0.0009527716,0.003757748,0.001144594,0.0001715181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007129478,"about_ca_system_score_gemma":0.03007494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1275738,"about_ca_topic_score_gemma":0.2991386,"domain_scores_codex":[0.9954248,0.002187052,0.00007548233,0.0001563438,0.0008645814,0.001291804],"domain_scores_gemma":[0.9925755,0.0009243873,0.0005861114,0.0001310867,0.0008860372,0.004896981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000429282,0.001956999,0.473952,0.0006849147,0.000110036,0.001561783,0.0859704,0.0004242263,0.002056991,0.01023087,0.02245554,0.4001669],"study_design_scores_gemma":[0.0001283027,0.001229435,0.7377468,0.000971093,0.0001213414,0.0005763019,0.1981766,0.0002431472,0.0005430781,0.001074171,0.05911653,0.00007327556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9139643,0.00247094,0.0001551985,0.04071521,0.0002832597,0.0001662695,0.0001011789,0.00002294967,0.04212072],"genre_scores_gemma":[0.9961107,0.0009571292,0.0003316264,0.00128144,0.00003574938,0.0000366745,0.00002829884,0.000003915082,0.001214431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8724262,"threshold_uncertainty_score":0.2536625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2460511333639385,"score_gpt":0.5931098323888276,"score_spread":0.3470586990248891,"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."}}