{"id":"W2107582782","doi":"10.5539/gjhs.v5n3p54","title":"Graduate Global Public Health Education: Activities and Outcomes in Relation to Student Prior Experience","year":2013,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Global Health and Surgery","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Versus Arthritis","keywords":"Medical education; Discipline; Public health; Graduate students; Graduate education; Psychology; Cross disciplinary; Medicine; Nursing; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002719713,0.0001461453,0.0005391391,0.0002359541,0.0003163373,0.0001223689,0.0002388252,0.00003644479,0.00001152494],"category_scores_gemma":[0.0004032968,0.0001136808,0.00004998404,0.001301078,0.0002270741,0.0009331596,0.00008240094,0.000192314,0.00001188648],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308408,"about_ca_system_score_gemma":0.009889119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497971,"about_ca_topic_score_gemma":0.00008137937,"domain_scores_codex":[0.9965058,0.0001026973,0.001039422,0.0002800335,0.001188528,0.0008835407],"domain_scores_gemma":[0.9970636,0.00003848041,0.0005457202,0.0001964496,0.0004266568,0.001729114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002623602,0.0002369709,0.8612405,0.00006064252,0.000002595488,0.000003997944,0.0007457909,0.000002065376,0.000005638004,0.0007737371,0.001040134,0.1358617],"study_design_scores_gemma":[0.0004246628,0.0006045811,0.9921252,0.0002239105,0.000001485074,0.0005841472,0.004818346,0.00001430523,0.000001292766,0.0003189116,0.0008071915,0.00007593453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921716,0.001372,0.0001263616,0.07474189,0.001067527,0.0006226764,0.000004171737,0.00001227425,0.0003370661],"genre_scores_gemma":[0.9830418,0.0003151467,0.002740645,0.01380182,0.00005931987,0.00001484007,5.624953e-7,0.000002933461,0.00002298523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1357857,"threshold_uncertainty_score":0.9957239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06356779572119567,"score_gpt":0.4279210183257377,"score_spread":0.3643532226045421,"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."}}